…
> For heavens sake, I went into quite a lot of detail about how the
> code is executed so that protein gets made, and it could not be more
> clear that the cell factory contains digital machines.
>
>> They are not information.
>>
>
> According to you nothing is information and that is one reason it is
> becoming increasingly difficult to take anything you say seriously.
I should say that I also have difficulty with the term information. A
question would for example if information belongs to physics or not.
Some physicists say that information is related to the entropy and as
such it is a basic physical quantity. I personally do not buy it, as
thermodynamics, as it has been designed, had nothing to do with
information and information as such brings nothing to help to solve
thermodynamics problem (more to this end in [1]).
Let us consider for example a conventional thermodynamic problem:
improving efficiency of a motor. Is the information concept is helpful
to solve this problem? If we look at modern motors, then we see that
nowadays they are working together with controllers that allows us to
drive the efficiency to the thermodynamic limit. The term information is
helpful indeed to develop a controller but what about the thermodynamic
limit of a motor? Does information helps here? In my view, not.
In the Gray's book on consciousness (Consciousness: Creeping up on the
Hard Problem.) there is an interesting statement on if physics is enough
to explain biology. Gray's answer is yes provided we add cybernetics
laws and evolution. Let me leave evolution aside and discuss the
cybernetics laws only as this is exactly where, I think, information
comes into play. A good short video from the Artificial Intelligence
Class that I have recently attended would be a good introduction (an
intelligent agent sensing external information and then acting):
http://www.youtube.com/watch?v=cx3lV07w-XE
Thus, the question would be about the relationship between physics and
cybernetics laws. When we consider the Equation of Everything, are the
cybernetics laws already there or we still need to introduce them
separately? One of possible answers would be that the cybernetics laws
emerge or supervene on the physics laws. I however does not understand
what this means. It probably has something to do with a transition
between quantity and quality, but I do not understand how it happens
either. For myself, it remains a magic.
Let me repeat a series from physical objects discussed already recently
(see also [2][3]):
1) A rock;
2) A ballcock in the toilet;
3) A self-driving car;
4) A living cell.
Where do we have the cybernetics laws (information) and where not? Can
physics describe these objects without the cybernetics laws? What
emergence and superveniece mean along this series? Any idea?
Evgenii
[1] http://blog.rudnyi.ru/2010/12/entropy-and-artificial-life.html
[2] http://blog.rudnyi.ru/2011/01/perception-feedback-and-qualia.html
[3] http://blog.rudnyi.ru/2011/02/rock-and-information.html
" Some physicists say that information is related to the entropy"
If you look around you may still find species of scientists who still
are working with classical thermodynamics (search for example for
CALPHAD). Well, if you refer to them as physicists or not, it is your
choice. Anyway in experimental thermodynamics people determine
entropies, for example from CODATA tables
http://www.codata.org/resources/databases/key1.html
S � (298.15 K)
J K-1 mol-1
Ag cr 42.55 � 0.20
Al cr 28.30 � 0.10
Do you mean that 1 mole of Ag has more information than 1 mole of Al at
298.15 K?
Also remember that at constant volume dS = (Cv/T) dT and dU = CvdT. If
the entropy is information then its derivative must be related to
information as well. Hence Cv must be related to information. This
however means that the energy also somehow related to information.
Finally, the entropy is defined by the Second Law and the best would be
to stick to this definition. Only in this case, it is possible to
understand what we are talking about.
Evgenii
--
http://blog.rudnyi.ru
Evgenii, while you may be right that some physicists (mostly
experimentalists) work in thermodynamics without recourse to the
notion of information, and chemists even more so, it is also true that
the modern theoretical understanding of entropy (and indeed
thermodynamics) is information-based.
This trend really became mainstream with Landauer's work demonstrating
thermodynamic limits of information processing in the 1960s, which
turned earlier speculations by the likes of Schroedinger and Brillouin
into something that couldn't be ignored, even by experimentalists.
This trend of an information basis to physics has only accelerated
in my professional lifetime - I've seen people like Hawking discuss
information processing of black holes, and we've see concepts like the
Beckenstein bound linking geometry of space to information capacity.
David Deutsch is surely backing a winning horse to point out that
algorithmic information theory must be a foundational strand of the
"fabric of reality".
Cheers
--
----------------------------------------------------------------------------
Prof Russell Standish Phone 0425 253119 (mobile)
Principal, High Performance Coders
Visiting Professor of Mathematics hpc...@hpcoders.com.au
University of New South Wales http://www.hpcoders.com.au
----------------------------------------------------------------------------
Yes, it has more internal degrees of freedom so that it takes addition of more energy in
order to increase those we measure as temperature.
Brent
That's because the colloquial meaning of the terms takes into account the environment and
which form of information can be causally effective.
Brent
I know that many physicists identify the entropy with information.
Recently I had a nice discussion on biotaconv and people pointed out
that presumably Edwin T. Jaynes was the first to make such a connection
(Information theory and statistical mechanics, 1957). Google Scholar
shows that his paper has been cited more than 5000 times, that is
impressive and it shows indeed that this is in a way mainstream.
I have studied Jaynes papers but I have been stacked with for example
“With such an interpretation the expression “irreversible process”
represents a semantic confusion; it is not the physical process that is
irreversible, but rather our ability to follow it. The second law of
thermodynamics then becomes merely the statement that although our
information as to the state of a system may be lost in a variety of
ways, the only way in which it can be gained is by carrying out further
measurements.”
“It is important to realize that the tendency of entropy to increase is
not a consequence of the laws of physics as such, … . An entropy
increase may occur unavoidably, due to our incomplete knowledge of the
forces acting on a system, or it may be entirely voluntary act on our part.”
This is above of my understanding. As I have mentioned, I do not buy it,
I still consider the entropy as it has been defined by for example Gibbs.
Basically I do not understand what the term information then brings. One
can certainly state that information is the same as the entropy (we are
free with definitions after all). Yet I miss the meaning of that. Let me
put it this way, we have the thermodynamic entropy and then the
informational entropy as defined by Shannon. The first used to designe a
motor and the second to design a controller. Now let us suppose that
these two entropies are the same. What this changes in a design of a
motor and a controller? In my view nothing.
By the way, have you seen the answer to my question:
>> Also remember that at constant volume dS = (Cv/T) dT and dU =
>> CvdT. If the entropy is information then its derivative must be
>> related to information as well. Hence Cv must be related to
>> information. This however means that the energy also somehow
>> related to information.
If the entropy is the same as information, than through the derivatives
all thermodynamic properties are related to information as well. I am
not sure if this makes sense in respect for example to design a
self-driving car.
I am aware of works that estimated the thermodynamic limit (kT) to
process information. I do not see however, how this proves the
equivalence of information and entropy.
Evgenii
P.S. For a long time, people have identified the entropy with chaos. I
have recently read a nice book to this end, Entropy and Art by Arnheim,
1971, it is really nice. One quote:
"The absurd consequences of neglecting structure but using the concept
of order just the same are evident if one examines the present
terminology of information theory. Here order is described as the
carrier of information, because information is defined as the opposite
of entropy, and entropy is a measure of disorder. To transmit
information means to induce order. This sounds reasonable enough. Next,
since entropy grows with the probability of a state of affairs,
information does the opposite: it increases with its improbability. The
less likely an event is to happen, the more information does its
occurrence represent. This again seems reasonable. Now what sort of
sequence of events will be least predictable and therefore carry a
maximum of information? Obviously a totally disordered one, since when
we are confronted with chaos we can never predict what will happen next.
The conclusion is that total disorder provides a maximum of information;
and since information is measured by order, a maximum of order is
conveyed by a maximum of disorder. Obviously, this is a Babylonian
muddle. Somebody or something has confounded our language."
On 18.01.2012 23:42 Russell Standish said the following:
...
>> If you look around you may still find species of scientists who
>> still are working with classical thermodynamics (search for example
>> for CALPHAD). Well, if you refer to them as physicists or not, it
>> is your choice. Anyway in experimental thermodynamics people
>> determine entropies, for example from CODATA tables
>>
>> http://www.codata.org/resources/databases/key1.html
>>
>> S ° (298.15 K) J K-1 mol-1
>>
>> Ag cr 42.55 ą 0.20 Al cr 28.30 ą 0.10
>>
>> Do you mean that 1 mole of Ag has more information than 1 mole of
>> Al at 298.15 K?
>
> Yes, it has more internal degrees of freedom so that it takes
> addition of more energy in order to increase those we measure as
> temperature.
Could you please explain then why engineers do not use the CODATA/JANAF
Tables to find the best material to keep information?
Evgenii
Because they are interested in information that they can insert and retrieve. I once
invented write-only-memory, but it didn't sell. :-)
Brent
Well, but this shows that by information physicists and engineers mean
different things. It would good then to distinguish them.
Evgenii
> Brent
>
"This suggests to me that a molecule of DNA belonging to a kangaroo could have no more information than the same molecule with the primary sequence scrambled into randomness
or 'blanked out' with a single repeating A-T base pair.
"That would seem to make this definition of information the exact opposite of the colloquial meaning of the term."
Would you rather have an instruction manual in English or Urdu?
Brent
On 1/19/2012 11:06 AM, Evgenii Rudnyi wrote:On 19.01.2012 06:37 meekerdb said the following:On 1/18/2012 11:13 AM, Evgenii Rudnyi wrote:
snip
Could you please explain then why engineers do not use the CODATA/JANAF Tables to find the best material to keep information?
Because they are interested in information that they can insert and retrieve. I once invented write-only-memory, but it didn't sell. :-)
BrentEvgeniiBrentAlso remember that at constant volume dS = (Cv/T) dT and dU = CvdT.If the entropy is information then its derivative must be relatedto information as well. Hence Cv must be related to information.This however means that the energy also somehow related toinformation.Finally, the entropy is defined by the Second Law and the bestwould be to stick to this definition. Only in this case, it ispossible to understand what we are talking about.Evgenii
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Because I tend to think of "negentropy", which is really another term
for information, I tend to give priority to Schroedinger who wrote
about the topic in the early 40s. But Jaynes was certainly
instrumental in establishing the information based foundations to
statistical physics, even before information was properly defined (it
wasn't really until the likes of Kolmogorov, Chaitin and Solomonoff in
the 60s that information was really understood.
But Landauer in the late 60s was probably the first to make physicists
really wake up to the concept of physical information.
But then, I'm not a science historian, so what would I know :).
>
> I have studied Jaynes papers but I have been stacked with for example
>
... snip ...
>
> Basically I do not understand what the term information then brings.
> One can certainly state that information is the same as the entropy
> (we are free with definitions after all). Yet I miss the meaning of
> that. Let me put it this way, we have the thermodynamic entropy and
> then the informational entropy as defined by Shannon. The first used
> to designe a motor and the second to design a controller. Now let us
> suppose that these two entropies are the same. What this changes in
> a design of a motor and a controller? In my view nothing.
>
I can well recommend Denbigh & Denbigh's book from the 80s - its a bit
more of a modern understanding of the topic than Jaynes :)
@book{Denbigh-Denbigh87,
author = {Denbigh, K. G. and Denbigh, J.},
publisher = { Cambridge UP},
title = { Entropy in Relation to Incomplete Knowledge},
year = { 1987},
}
> By the way, have you seen the answer to my question:
>
> >> Also remember that at constant volume dS = (Cv/T) dT and dU =
> >> CvdT. If the entropy is information then its derivative must be
> >> related to information as well. Hence Cv must be related to
> >> information. This however means that the energy also somehow
> >> related to information.
>
> If the entropy is the same as information, than through the
> derivatives all thermodynamic properties are related to information
> as well. I am not sure if this makes sense in respect for example to
> design a self-driving car.
>
The information embodied in the thermodynamic state is presumably not
relevant to the design of a self-driving car. By the same token,
thermodynamic treatment (typically) discards a lot of information
useful for engineering.
> I am aware of works that estimated the thermodynamic limit (kT) to
> process information. I do not see however, how this proves the
> equivalence of information and entropy.
>
> Evgenii
>
> P.S. For a long time, people have identified the entropy with chaos.
> I have recently read a nice book to this end, Entropy and Art by
> Arnheim, 1971, it is really nice. One quote:
>
I guess this is the original meaning of chaos, not the more modern
meaning referring to "low dimension dynamical systems having strange
attractors".
> "The absurd consequences of neglecting structure but using the
> concept of order just the same are evident if one examines the
> present terminology of information theory. Here order is described
> as the carrier of information, because information is defined as the
> opposite of entropy, and entropy is a measure of disorder. To
> transmit information means to induce order. This sounds reasonable
> enough. Next, since entropy grows with the probability of a state of
> affairs, information does the opposite: it increases with its
> improbability. The less likely an event is to happen, the more
> information does its occurrence represent. This again seems
> reasonable. Now what sort of sequence of events will be least
> predictable and therefore carry a maximum of information? Obviously
> a totally disordered one, since when we are confronted with chaos we
> can never predict what will happen next.
This rather depends on whether the disorder is informationally
significant. This is context dependent. I have a discussion on this
(it relates to the Kolmogorov idea that random sequences have maximum
complexity) in my paper "On Complexity and Emergence". I also touch on
the theme in my book "Theory of Nothing", which I know you've read!
> The conclusion is that
> total disorder provides a maximum of information;
Total disorder corresponds to a maximum of entropy. Maximum entropy
minimises the amount of information.
> and since
> information is measured by order, a maximum of order is conveyed by
> a maximum of disorder. Obviously, this is a Babylonian muddle.
> Somebody or something has confounded our language."
>
I would say it is many people, rather than just one. I wrote "On
Complexity and Emergence" in response to the amount of unmitigated
tripe I've seen written about these topics.
...
>>
>> Basically I do not understand what the term information then
>> brings. One can certainly state that information is the same as the
>> entropy (we are free with definitions after all). Yet I miss the
>> meaning of that. Let me put it this way, we have the thermodynamic
>> entropy and then the informational entropy as defined by Shannon.
>> The first used to designe a motor and the second to design a
>> controller. Now let us suppose that these two entropies are the
>> same. What this changes in a design of a motor and a controller? In
>> my view nothing.
>>
>
> I can well recommend Denbigh& Denbigh's book from the 80s - its a
> bit more of a modern understanding of the topic than Jaynes :)
>
> @book{Denbigh-Denbigh87, author = {Denbigh, K. G. and Denbigh, J.},
> publisher = { Cambridge UP}, title = { Entropy in Relation to
> Incomplete Knowledge}, year = { 1987}, }
Thanks. On biotaconv they have recommended John Avery's "Information
Theory and Evolution" but I think I have already satisfied my curiosity
with Jaynes's two papers. My personal feeling is as follows:
1) The concept of information is useless in conventional thermodynamic
problems. Let us take for example the Fe-C phase diagram
http://www.calphad.com/graphs/Metastable%20Fe-C%20Phase%20Diagram.gif
What information has to do with the entropies of the phases in this
phase diagram? Do you mean that I find an answer in Denbigh's book?
2) If physicists say that information is the entropy, they must take it
literally and then apply experimental thermodynamics to measure
information. This however seems not to happen.
3) I am working with engineers developing mechatronics products.
Thermodynamics (hence the entropy) is there as well as information.
However, I have not met a practitioner yet who makes a connection
between the entropy and information.
>
>> By the way, have you seen the answer to my question:
>>
>>>> Also remember that at constant volume dS = (Cv/T) dT and dU =
>>>> CvdT. If the entropy is information then its derivative must
>>>> be related to information as well. Hence Cv must be related to
>>>> information. This however means that the energy also somehow
>>>> related to information.
>>
>> If the entropy is the same as information, than through the
>> derivatives all thermodynamic properties are related to
>> information as well. I am not sure if this makes sense in respect
>> for example to design a self-driving car.
>>
>
> The information embodied in the thermodynamic state is presumably
> not relevant to the design of a self-driving car. By the same token,
> thermodynamic treatment (typically) discards a lot of information
> useful for engineering.
Sorry, I do not understand what this means.
>> I am aware of works that estimated the thermodynamic limit (kT) to
>> process information. I do not see however, how this proves the
>> equivalence of information and entropy.
>>
>> Evgenii
...
>> and since information is measured by order, a maximum of order is
>> conveyed by a maximum of disorder. Obviously, this is a Babylonian
>> muddle. Somebody or something has confounded our language."
>>
>
> I would say it is many people, rather than just one. I wrote "On
> Complexity and Emergence" in response to the amount of unmitigated
> tripe I've seen written about these topics.
>
>
I have found your work on archiv.org and I will look at it. Thank you
for mentioning it.
Evgenii
It does happen. The number of states, i.e. the information, available from a black hole
is calculated from it's thermodynamic properties as calculated by Hawking. At a more
conventional level, counting the states available to molecules in a gas can be used to
determine the specific heat of the gas and vice-verse. The reason the thermodynamic
measures and the information measures are treated separately in engineering problems is
that the information that is important to engineering is infinitesimal compared to the
information stored in the microscopic states. So the latter is considered only in terms
of a few macroscopic averages, like temperature and pressure.
Brent
...
>> 2) If physicists say that information is the entropy, they must
>> take it literally and then apply experimental thermodynamics to
>> measure information. This however seems not to happen.
>
> It does happen. The number of states, i.e. the information, available
> from a black hole is calculated from it's thermodynamic properties
> as calculated by Hawking. At a more conventional level, counting the
> states available to molecules in a gas can be used to determine the
> specific heat of the gas and vice-verse. The reason the thermodynamic
> measures and the information measures are treated separately in
> engineering problems is that the information that is important to
> engineering is infinitesimal compared to the information stored in
> the microscopic states. So the latter is considered only in terms of
> a few macroscopic averages, like temperature and pressure.
>
> Brent
Doesn't this mean that by information engineers means something
different as physicists?
Evgenii
I don't think so. A lot of the work on information theory was done by communication
engineers who were concerned with the effect of thermal noise on bandwidth. Of course
engineers specialize more narrowly than physics, so within different fields of engineering
there are different terminologies and different measurement methods for things that are
unified in basic physics, e.g. there are engineers who specialize in magnetism and who
seldom need to reflect that it is part of EM, there are others who specialize in RF and
don't worry about "static" fields.
Brent
>
> Evgenii
>
Do you mean that engineers use experimental thermodynamics to determine
information?
Evgenii
> Brent
>
>>
>> Evgenii
>>
>
To be concrete. This is for example a paper from control
J.C. Willems and H.L. Trentelman
H_inf control in a behavioral context: The full information case
IEEE Transactions on Automatic Control
Volume 44, pages 521-536, 1999
http://homes.esat.kuleuven.be/~jwillems/Articles/JournalArticles/1999.4.pdf
The term information is there but the entropy not. Could you please
explain why? Or alternatively could you please point out to papers where
engineers use the concept of the equivalence between the entropy and
information?
Evgenii
>
>> Brent
>>
>>>
>>> Evgenii
>>>
>>
>
...
>> and since information is measured by order, a maximum of order is
>> conveyed by a maximum of disorder. Obviously, this is a Babylonian
>> muddle. Somebody or something has confounded our language."
>>
>
> I would say it is many people, rather than just one. I wrote "On
> Complexity and Emergence" in response to the amount of unmitigated
> tripe I've seen written about these topics.
>
Russel,
I have read your paper
http://arxiv.org/abs/nlin/0101006
It is well written. Could you please apply the principles from your
paper to a problem on how to determine information in a book (for
example let us take your book Theory of Nothing)?
Also do you believe earnestly that this information is equal to the
thermodynamic entropy of the book? If yes, can one determine the
information in the book just by means of experimental thermodynamics?
Evgenii
P.S. Why it is impossible to state that a random string is generated by
some random generator?
These are two quite different questions. To someone who reads my book,
the physical form of the book is unimportant - it could just as easily
be a PDF file or a Kindle e-book as a physical paper copy. The PDF is
a little over 30,000 bytes long. Computing the information content
would be a matter of counting the number 30,000 long byte strings that
generate a recognisable variant of ToN when fed into Acrobat
reader. Then subtract the logarithm (to base 256) of this figure from
30,000 to get the information content in bytes.
This is quite impractical, of course, not to speak of expense in
paying for an army of people to go through 256^30,000 variants to
decide which ones are the true ToN's. An upper bound can be
found by compressing the file - PDFs are already compressed, so we
could estimate the information content as being between 25KB and 30KB (say).
To a physicist, it is the physical form that is important - the fact
that it is made of paper, with a bit of glue to hold it together. The
arrangement of ink on the pages is probably quite unimportant - a book
of the same size and shape, but with blank pages would do just as
well. Even if the arrangement of ink is important, then does
typesetting the book in a different font lead to the same book or a
different book?
To compute the thermodynamic information, one could imagine performing
a massive molecular dynamics simulation, and then count the number of
states that correspond to the physical book, take the logarithm, then
subtract that from the logarithm of the total possible number of
states the molecules could take on (if completely disassociated).
This is, of course, completely impractical. Computing the complexity
of something is generally NP-hard. But in principle doable.
Now, how does this relate to the thermodynamic entropy of the book? It
turns out that the information computed by the in-principle process
above is equal to the difference between the maximum entropy of the
molecules making up the book (if completely disassociated) and the
thermodynamic entropy, which could be measured in a calorimeter.
> If yes, can one determine the
> information in the book just by means of experimental
> thermodynamics?
>
One can certainly determine the information of the physical book
(defined however you might like) - but that is not the same as the
information of the abstract book.
> Evgenii
>
> P.S. Why it is impossible to state that a random string is generated
> by some random generator?
>
Not sure what you mean, unless you're really asking "Why it is
impossible to state that a random string is generated by some
pseudorandom generator?"
In which case the answer is that a pseudorandom generator is an
algorithm, so by definition doesn't produce random numbers. There is a
lot of knowledge about how to decide if a particular PRNG is
sufficiently random for a particular purpose. No PRNG is sufficiently
random for all purposes - in particular they are very poor for
security purposes, as they're inherently predictable.
Cheers
Rearranging the text file to have 40KB of 1s and 200KB of 0s
dramatically reduces the information and increases the entropy by the
same amount, although not nearly as much as completely scrambling the
file. I'd say you have a gross misunderstanding of how these measures
work if you think otherwise.
In thinking about how to answer this I came across an excellent paper by Roman Frigg and
Charlotte Werndl http://www.romanfrigg.org/writings/EntropyGuide.pdf which explicates the
relation more comprehensively than I could and which also gives some historical background
and extensions: specifically look at section 4.
Brent
Yet, this is already information. Hence if take the equivalence between
the informational and thermodynamic entropies literally, then even in
this case the thermodynamic entropy (that should be possible to measure
by experimental thermodynamics) must exist. What it is in this case?
> To a physicist, it is the physical form that is important - the fact
> that it is made of paper, with a bit of glue to hold it together.
> The arrangement of ink on the pages is probably quite unimportant - a
> book of the same size and shape, but with blank pages would do just
> as well. Even if the arrangement of ink is important, then does
> typesetting the book in a different font lead to the same book or a
> different book?
It is a good question and in my view it again shows that thermodynamic
entropy and information are some different things, as for the same
object we can define the information differently (see also below).
> To compute the thermodynamic information, one could imagine
> performing a massive molecular dynamics simulation, and then count
> the number of states that correspond to the physical book, take the
> logarithm, then subtract that from the logarithm of the total
> possible number of states the molecules could take on (if completely
> disassociated).
Do not forget that molecular dynamics simulation is based on the Newton
laws (even quantum mechanics molecular dynamics). Hence you probably
mean here the Monte-Carlo method. Yet, it is much simpler to employ
experimental thermodynamics (see below).
> This is, of course, completely impractical. Computing the complexity
> of something is generally NP-hard. But in principle doable.
>
> Now, how does this relate to the thermodynamic entropy of the book?
> It turns out that the information computed by the in-principle
> process above is equal to the difference between the maximum entropy
> of the molecules making up the book (if completely disassociated) and
> the thermodynamic entropy, which could be measured in a calorimeter.
>
>
>> If yes, can one determine the information in the book just by means
>> of experimental thermodynamics?
>>
>
> One can certainly determine the information of the physical book
> (defined however you might like) - but that is not the same as the
> information of the abstract book.
Let me suggest a very simple case to understand better what you are
saying. Let us consider a string "10" for simplicity. Let us consider
the next cases. I will cite first the thermodynamic properties of Ag and
Al from CODATA tables (we will need them)
S � (298.15 K)
J K-1 mol-1
Ag cr 42.55 � 0.20
Al cr 28.30 � 0.10
In J K-1 cm-3 it will be
Ag cr 42.55/107.87*10.49 = 4.14
Al cr 28.30/26.98*2.7 = 2.83
1) An abstract string "10" as the abstract book above.
2) Let us make now an aluminum plate (a page) with "10" hammered on it
(as on a coin) of the total volume 10 cm^3. The thermodynamic entropy is
then 28.3 J/K.
3) Let us make now a silver plate (a page) with "10" hammered on it (as
on a coin) of the total volume 10 cm^3. The thermodynamic entropy is
then 41.4 J/K.
4) We can easily make another aluminum plate (scaling all dimensions
from 2) to the total volume of 100 cm^3. Then the thermodynamic entropy
is 283 J/K.
Now we have four different combinations to represent a string "10" and
the thermodynamic entropy is different. If we take the statement
literally then the information must be different in all four cases and
defined uniquely as the thermodynamic entropy is already there. Yet in
my view this makes little sense.
Could you please comment on this four cases?
>> Evgenii
>>
>> P.S. Why it is impossible to state that a random string is
>> generated by some random generator?
>>
>
> Not sure what you mean, unless you're really asking "Why it is
> impossible to state that a random string is generated by some
> pseudorandom generator?"
>
> In which case the answer is that a pseudorandom generator is an
> algorithm, so by definition doesn't produce random numbers. There is
> a lot of knowledge about how to decide if a particular PRNG is
> sufficiently random for a particular purpose. No PRNG is
> sufficiently random for all purposes - in particular they are very
> poor for security purposes, as they're inherently predictable.
I understand. Yet if we take a finite random string, then presumably
there should be some random generate with some seed that produces it.
What would be wrong with this?
Evgenii
> Cheers
>
> If you are instead saying that they are inversely proportional then
> I would agree in general - information can be considered negentropy.
> Sorry, I thought you were saying that they are directly proportional
> measures (Brent and Evgenii seem to be talking about it that way). I
I am not an expert in the informational entropy. For me it does not
matter how they define it in the information theory, whether as entropy
or negentropy. My point is that this has nothing to do with the
thermodynamic entropy (see my previous message with four cases for the
string "10").
Evgenii
> In thinking about how to answer this I came across an excellent paper
> by Roman Frigg and Charlotte Werndl
> http://www.romanfrigg.org/writings/EntropyGuide.pdf which explicates
> the relation more comprehensively than I could and which also gives
> some historical background and extensions: specifically look at
> section 4.
>
> Brent
>
Thanks for the link. I will try to work it out to see if they have an
answer to the four cases with the string "10" that I have described in
my reply to Russell.
Evgenii
The thermodynamic entropy is a measure of the information required to locate the possible
states of the plates in the phase space of atomic configurations constituting them. Note
that the thermodynamic entropy you quote is really the *change* in entropy per degree at
the given temperature. It's a measure of how much more phase space becomes available to
the atomic states when the internal energy is increased. More available phase space means
more uncertainty of the exact actual state and hence more information entropy. This
information is enormous compared to the "01" stamped on the plate, the shape of the plate
or any other aspects that we would normally use to convey information. It would only be
in case we cooled the plate to near absolute zero and then tried to encode information in
its microscopic vibrational states that the thermodynamic and the encoded information
entropy would become similar.
>
>>> Evgenii
>>>
>>> P.S. Why it is impossible to state that a random string is
>>> generated by some random generator?
>>>
>>
>> Not sure what you mean, unless you're really asking "Why it is
>> impossible to state that a random string is generated by some
>> pseudorandom generator?"
>>
>> In which case the answer is that a pseudorandom generator is an
>> algorithm, so by definition doesn't produce random numbers. There is
>> a lot of knowledge about how to decide if a particular PRNG is
>> sufficiently random for a particular purpose. No PRNG is
>> sufficiently random for all purposes - in particular they are very
>> poor for security purposes, as they're inherently predictable.
>
> I understand. Yet if we take a finite random string, then presumably there should be
> some random generate with some seed that produces it. What would be wrong with this?
Yes, that points out that any finite string cannot be known to be random.
Brent
>
> Evgenii
>
>
>> Cheers
>>
>
Brent commented quite aptly on these cases in another post. The fact
that you calculate the thermodynamic entropy the way you do implies
you are disregarding the information contained in the symbols embossed
on the coin.
If you included these two bits, the thermodynamic entropy is two bits
less, = 4.15 x 10^{-24} J/K less
This is so many orders of magnitude less than the entropy due to the
material, its probably not worth including, but it is there.
> I thought that the whole point of information theory is to move beyond quality into pure quantification.
> the suggestion that information can be defined as not having anything to do with the difference between order and the absence of order is laughably preposterous
> The idea that a bucket of water has more 'information' than DNA is meaningless.
>> No, if its repeating then it would have less information, that is to say it would take less information to describe the result.
> Of course, but how does that jibe with the notion that information ismolecular entropy? How does A-T A-T A-T or G-T G-T G-T guarantee less internal degrees of freedom within a DNA molecule then A-T G-C A-T?
> I see no reason to use the word information at all for this. It sounds like you are just talking about entropy to me.
> If I have red legos and white legos, and I build two opposite monochrome houses and one of mixed blocks, how in the world does that effect the entropy of the plastic bricks in any way?
Ok, so how does it effect the entropy of the structures? The red house, the white house, and the mixed house (even if an interesting pattern is made in the bricks), all behave in a physically identical way, do they not?
Yes.
>
> I'm just curious, not trying to argue with you about it. On a similar
> note, I was wondering about heat loss in a vacuum today. With the
> second law of thermodynamics, it seems like heat could only dissipate
> by heating something else up. If there was nothing in the universe
> except a blob of molten nickel, would it cool off over time in an
> infinite vacuum? It seems like it wouldn't. It seems like you would
> need some other matter at a different temperature to seek a common
> equilibrium with. Or is the heat just lost over time no matter what?
The heat would be lost by infrared radiation.
Brent
> If a bucket of water has more of it than DNA, then the word information is meaningless.
> A symphony then would have less information and more entropy than random noise.
> If the word information is to have any meaning, quantity and compressibility of data must be distinguished from quality of it's interpretation.
> Let's say your definition were true though. What does it have to do with information being directly proportionate to entropy?
> If entropy were equal or proportionate to information, then are saying that the more information something contains, the less it matters.
> With the second law of thermodynamics, it seems like heat could only dissipate by heating something else up.
I would say that from your answer it follows that engineering
information has nothing to do with the thermodynamic entropy. Don't you
agree?
It would certainly interesting to consider what happens when we decrease
the temperature (in the limit to zero Kelvin). According to the Third
Law the entropy will be zero then. What do you think, can we save less
information on a copper plate at low temperatures as compared with
higher temperatures? Or more?
Evgenii
The reason I seldom respond to your posts is that you seem unwilling to put any effort
into understanding what is written to you.
Lost to the photons.
Brent
Well, I do disregard the surface effects. However, the statement was
that the informational entropy is the same as thermodynamic entropy, so
we must consider the total entropy.
> If you included these two bits, the thermodynamic entropy is two
> bits less, = 4.15 x 10^{-24} J/K less
>
> This is so many orders of magnitude less than the entropy due to the
> material, its probably not worth including, but it is there.
I do not believe that effects below the experimental noise are important
for empirical science. You probably mean then some other science, it
would be good if you define what science you mean.
Evgenii
...
>>> If I have red legos and white legos, and I build two opposite
>>> monochrome
>> houses and one of mixed blocks, how in the world does that effect
>> the entropy of the plastic bricks in any way?
>>
>
> It does not effect the entropy of the plastic bricks but it does
> change the entropy of the structures built with those plastic bricks.
This change in the entropy is below of experimental noise. Just estimate
what difference it makes and the difference in what digit in the total
entropy you will have. Hence the talk about the thermodynamic entropy as
the information source in this case is just meaningless, as you cannot
experimentally measure what you are talking about.
Evgenii
...
>>
>> I'm just curious, not trying to argue with you about it. On a
>> similar note, I was wondering about heat loss in a vacuum today.
>> With the second law of thermodynamics, it seems like heat could
>> only dissipate by heating something else up. If there was nothing
>> in the universe except a blob of molten nickel, would it cool off
>> over time in an infinite vacuum? It seems like it wouldn't. It
>> seems like you would need some other matter at a different
>> temperature to seek a common equilibrium with. Or is the heat just
>> lost over time no matter what?
>
> The heat would be lost by infrared radiation.
>
Brent,
if we consider a heated block in an infinite universe, then does its
temperature go then to zero Kelvin?
Evgenii
Obviously not since I wrote above that the thermodynamic entropy is a measure of how much
information it would take to locate the exact state within the phase space allowed by the
thermodynamic parameters.
>
> It would certainly interesting to consider what happens when we decrease the temperature
> (in the limit to zero Kelvin). According to the Third Law the entropy will be zero then.
> What do you think, can we save less information on a copper plate at low temperatures as
> compared with higher temperatures? Or more?
Are you being deliberately obtuse? Information encoded in the shape of the plate is not
accounted for in the thermodynamic tables - they are just based on ideal bulk material
(ignoring boundaries).
Brent
Does this what engineers use when they develop communication devices?
>
>>
>> It would certainly interesting to consider what happens when we
>> decrease the temperature (in the limit to zero Kelvin). According
>> to the Third Law the entropy will be zero then. What do you think,
>> can we save less information on a copper plate at low temperatures
>> as compared with higher temperatures? Or more?
>
> Are you being deliberately obtuse? Information encoded in the shape
> of the plate is not accounted for in the thermodynamic tables - they
> are just based on ideal bulk material (ignoring boundaries).
I am just trying to understand the meaning of the term information that
you use. I would say that there is the thermodynamic entropy and then
the Shannon information entropy. The Shannon has developed a theory to
help engineers to deal with communication (I believe that you have also
recently a similar statement). Yet, in my view when we talk about
communication devices and mechatronics, the information that engineers
are interested in has nothing to do with the thermodynamic entropy. Do
you agree or disagree with that? If you disagree, could you please give
an example from engineering where engineers do employ the thermodynamic
entropy as the estimate of information. My example would be Millipede
http://en.wikipedia.org/wiki/Millipede_memory
I am pretty sure that when IBM engineers develop it, they do not employ
the thermodynamic entropy to estimate its information capabilities.
Also, the increase of temperature would be destroy saved information there.
Well, I might be deliberately obtuse indeed. Yet with the only goal to
reach a clear definition of what the information is. Right now I would
say that there is information in engineering and in physics and they are
different. The first I roughly understand and the second not.
Evgenii
> Brent
>
I already said I disagreed. You are confusing two different things. Because structural
engineers don't employ the theory of interatomic forces it doesn't follow that
interactomic forces have nothing to do with sturctural properties.
Brent
For one thing, it indicates to storing just two bits of information on
these physical substrates is grossly inefficient!
Cheers
You're switching meanings of "information". Something highly compressible, like,
"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA" doesn't convey much information in either the
colloquial or Shannon sense. I think it's important to keep in mind that these measures
of information are relative to some context. Removed from it's cellular environment, the
code for a strand of DNA would not convey much information in the colloquial sense, but
its Shannon information would be the same.
> it means more information is present already because in
> essence the job is already partially done for you. Shannon entropy
> then, is a measure of drag on compression, a figurative use of the
> term entropy for the specific purpose of encoding and decoding. I am
> using the literal thermodynamic sense of entropy,
You mean the integrating variable S in TdS=dQ?
> as well as the
> figurative vernacular sense of entropy as degradation of order or
> coherence, both of these are loosely inversely proportional to Shannon
> entropy.
No; more varied strings, with less internal correlation, more random looking, convey more
information.
> The compressibility of a novel or picture does not relate to
> the quality of information, not to mention qualities of significance.
> Weighing art by the pound is not a serious way to approach a theory
> about consciousness or qualia.
>
>
>> That's why lossless computer image and sound compression
>> programs don't work with white noise, there is no redundancy to remove
>> because white noise has no redundancy. It would take many more dots and
>> dashes sent down a wire to describe every pop and click in a piece of white
>> noise than to describe a symphony of equal length.
> Yes, I see what you mean. I had not heard of Shannon information. It's
> an excellent tool for working with statistical data, but tells us
> nothing about what information actually is or does.
It does so long as you keep the context in mind.
Brent
You disagree that engineers do not use thermodynamic entropy but you
have not shown yet how information in engineering is related with the
thermodynamic entropy. Form the Millipede example
>> http://en.wikipedia.org/wiki/Millipede_memory
"The earliest generation millipede devices used probes 10 nanometers in
diameter and 70 nanometers in length, producing pits about 40 nm in
diameter on fields 92 µm x 92 µm. Arranged in a 32 x 32 grid, the
resulting 3 mm x 3 mm chip stores 500 megabits of data or 62.5 MB,
resulting in an areal density, the number of bits per square inch, on
the order of 200 Gbit/in²."
If would be much easier to understand you if you say to what
thermodynamic entropy corresponds the value of 62.5 MB in Millipede.
The only example on Thermodynamic Entropy == Information so far from you
was the work on a black hole. However, as far as I know, there is no
theory yet to describe a black hole, as from one side you need
gravitation, from the other side quantum effects. The theory that unites
them seems not to exist.
Evgenii
Well, you could contact governments then and try to convince them that
coins in use are highly inefficient. It would be a good chance to have
funding.
By the way, at what temperature there will be possible to save more
information, at higher or at lower one. Brent and John are talking about
the entropy and the higher temperature the higher the entropy. From an
engineering viewpoint it looks a bit strange.
Evgenii
> Cheers
>
Graig,
Radiation does happen. If you need more detail, there is a nice free
book from MIT
A Heat Transfer Textbook, 4th edition
John H. Lienhard IV, Professor, University of Houston
John H. Lienhard V, Professor, Massachusetts Institute of Technology
http://web.mit.edu/lienhard/www/ahtt.html
Some disadvantage is that it is thick but you go directly to Part IV
Thermal Radiation Heat Transfer. Vacuum is a good insulator but thermal
radiation gets through.
It is pretty important for example to include radiation in the case of
free convection as it may account up to 40% of heat transfer in this case.
Evgenii
Chuckle. Maybe we can persuade them to get behind bitcoin :).
>
> By the way, at what temperature there will be possible to save more
> information, at higher or at lower one.
What does this mean?
> Brent and John are talking
> about the entropy and the higher temperature the higher the entropy.
True. But information has no such relationship with temperature, other
than that the maximum possible value for information increases with temperature.
Remember the equation S+I = S_max. S_max obviously increases with
temperature. So usually does S, but S can be decreased by organisation
of the matter - by the input of information.
> From an engineering viewpoint it looks a bit strange.
How so?
>
> Evgenii
>
> >Cheers
> >
>
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Let us take a hard disk. Can I save more information on it at higher or
lower temperatures?
>
>> Brent and John are talking about the entropy and the higher
>> temperature the higher the entropy.
>
> True. But information has no such relationship with temperature,
> other than that the maximum possible value for information increases
> with temperature.
>
> Remember the equation S+I = S_max. S_max obviously increases with
> temperature. So usually does S, but S can be decreased by
> organisation of the matter - by the input of information.
>
>> From an engineering viewpoint it looks a bit strange.
> How so?
>
If engineers would take the statement "the maximum possible value for
information increases with temperature" literally, they should operate a
hard disk at higher temperatures (the higher the better according to
such a statement). Yet this does not happens. Do you know why?
In general we are surrounded devices that store information (hard discs,
memory sticks, DVD, etc.). The information that these devices can store,
I believe, is known with accuracy to one bit. Can you suggest a
thermodynamic state which entropy gives us exactly that amount of
information?
Here would be again a question about temperature. If I operate my memory
stick in some reasonable range of temperatures, the information it
contains does not change. Yet, the entropy in my view changes.
So these are my doubts for which I do not see an answer.
Evgenii
> You could much more easily write a probabilistic equation to simulate any given volume of water than the same volume of DNA, especially
> when you get into secondary and tertiary structure.
> I had not heard of Shannon information.
The key phrase for me here is "the thermodynamic entropy is interpreted as being proportional to the amount of further Shannon information needed to define the detailed microscopic state of the
system".
> This confirms what I have been saying and is the opposite of what you are saying.
> This means that DNA, having low entropy compared with pure water, has high pattern content, high information, and less Shannon information"
> Easier to compress does *not* mean less information
> The compressibility of a novel or picture does not relate to the quality of information
> Knowledge and wisdom are already owned by philosophy and religion,
> The human mind does not work like a computer
> it does not compress and decode memories
> are concrete analog presentations that re-present, *not* representations and not digital data.
> I don't think it's an exaggeration to say that 99% of people who use the word information use it the way that I've been using it
> The bucket of water has higher thermodynamic entropy which requires more Shannon information to describe.
> The encoded description of the water has more information if we were to simulate it exactly
> but that doesn't mean the original has more information,
Yes. I disagreed that information "has nothing to do with thermodynamic entropy", as you
wrote above. You keep switching formulations. You write X and ask if I agree. I
disagree. Then you claim I've disagreed with Y. Please pay attention to your own
writing. There's a difference between "X is used in place of Y" and "X has nothing to do
with Y".
> but you have not shown yet how information in engineering is related with the
> thermodynamic entropy. Form the Millipede example
>
> >> http://en.wikipedia.org/wiki/Millipede_memory
>
> "The earliest generation millipede devices used probes 10 nanometers in diameter and 70
> nanometers in length, producing pits about 40 nm in diameter on fields 92 µm x 92 µm.
> Arranged in a 32 x 32 grid, the resulting 3 mm x 3 mm chip stores 500 megabits of data
> or 62.5 MB, resulting in an areal density, the number of bits per square inch, on the
> order of 200 Gbit/in²."
>
> If would be much easier to understand you if you say to what thermodynamic entropy
> corresponds the value of 62.5 MB in Millipede.
The Shannon information capacity is 5e8 bits. The thermodynamic entropy depends on the
energy used to switch a memory element. I'd guess it must correspond to at least few tens
of thousands of electrons at 9v, so
S ~ [5e8 * 9e4 eV]/[8.6e-5 eV/degK * 300degK]~17e15
So the total entropy is about 17e15+5e8, and the information portion is numerically (but
not functionally) negligible compared to the thermodynamic.
Brent
At a higher temperature there are more microstates accessible and hence more uncertainty
as to which state is actually realized. But if you're storing information, which you want
to retrieve, this uncertainty is noise and you have to use larger increments of energy to
reliably switch states. So for storage it is more efficient (takes less energy per bit)
to be colder.
Brent
>
> Evgenii
>
>> Cheers
>>
>
This is a strictly ambiguous question. If we take the usual meaning of
hard disk as including a particular apparatus (heads, controller
logic, SATA interface and so on) to read and write the data, then
there will be a limited range of temperatures over which that
apparatus will operate. Outside of that range, (both higher and lower)
the information storage will fall to zero. That is a purely
engineering question.
On the other hand, if you just gave me the metallic platter from the
hard disk, and did not restrict in any way the technology used to read
and write the data, then in principle, the higher the temperature, the
more information is capable of being encoded on the disk.
In practice, various phase transitions will make this more difficult
to achieve as temperature is increased. Passing the curie point, for
instance, will mean we can no longer rely on magnetism, although
presumably even below the curie point we can increase the information
storage in some other way (eg moving atoms around by an STM) and
ignoring the ferromagnetic behaviour. By the same token, passing the
freezing and boiling points will make it even harder - but still
doable with sufficiently advanced technology.
> >
> >>From an engineering viewpoint it looks a bit strange.
>
> > How so?
> >
>
> If engineers would take the statement "the maximum possible value
> for information increases with temperature" literally, they should
> operate a hard disk at higher temperatures (the higher the better
> according to such a statement). Yet this does not happens. Do you
> know why?
>
> In general we are surrounded devices that store information (hard
> discs, memory sticks, DVD, etc.). The information that these devices
> can store, I believe, is known with accuracy to one bit.
Because they're engineered that way. It would be rather inconvenient if
one's information storage varied with temperature.
> Can you
> suggest a thermodynamic state which entropy gives us exactly that
> amount of information?
>
> Here would be again a question about temperature. If I operate my
> memory stick in some reasonable range of temperatures, the
> information it contains does not change. Yet, the entropy in my view
> changes.
Sure - because they're engineered that way, and they operate a long
way from the theoretical maximum storage capability of that
matter. What's the problem with that?
>
> So these are my doubts for which I do not see an answer.
>
> Evgenii
>
--
I don't think this is quite right. A higher temperature means that there are more energy
states available. But the concept of 'temperature' implies that these are occupied in a
random way (according to the micro-canonical ensemble). For us to read and write data
requires that the act of reading or writing a bit moves the distribution of states in
phase space enough that it is distinguishable from the random fluctuations due to
temperature. So if the medium is hotter, you need to use more energy to read and write a
bit. This of course runs into the problems you note below. So in practice it is often
colder systems that allow us to store more data because then we can use small energy
differences to encode bits.
Brent
...
>> You disagree that engineers do not use thermodynamic entropy
>
>
> Yes. I disagreed that information "has nothing to do with
> thermodynamic entropy", as you wrote above. You keep switching
> formulations. You write X and ask if I agree. I disagree. Then you
> claim I've disagreed with Y. Please pay attention to your own
> writing. There's a difference between "X is used in place of Y" and
> "X has nothing to do with Y".
A good suggestion. It well might be that I express my thoughts unclear,
sorry for that. Yet, I think that my examples show that
1) There is information that engineers employ.
2) There is the thermodynamic entropy.
3) Numerical values in 1) and 2) are not related to each other.
Otherwise I would appreciate if you express the relationship between
information that engineers use and the thermodynamic entropy in your own
words, as this is the question that I would like to understand.
I understand you when you say about the number of microstates. I do not
understand though how they are related to the information employed by
engineers. I would be glad to hear your comment on that.
Evgenii
...
>> In general we are surrounded devices that store information (hard
>> discs, memory sticks, DVD, etc.). The information that these
>> devices can store, I believe, is known with accuracy to one bit.
>
> Because they're engineered that way. It would be rather inconvenient
> if one's information storage varied with temperature.
>
>> Can you suggest a thermodynamic state which entropy gives us
>> exactly that amount of information?
>>
>> Here would be again a question about temperature. If I operate my
>> memory stick in some reasonable range of temperatures, the
>> information it contains does not change. Yet, the entropy in my
>> view changes.
>
> Sure - because they're engineered that way, and they operate a long
> way from the theoretical maximum storage capability of that matter.
> What's the problem with that?
The problem that I see is that the entropy changes when the temperature
changes. Or do you claim that the entropy of the memory stick/DVD/hard
disc remains the same when its temperature changes for example from 15
to 25 degrees?
Anyway, I do not see how one can obtain the information capacity of the
storage devices from the thermodynamic entropy and this is my point.
Do you claim, that the information capacity for which we pay money of a
memory stick/DVD/hard disk is equivalent to the thermodynamic entropy of
the device?
Evgenii
> that engineers employ.
>
> 2) There is the thermodynamic entropy.
+ thermodynamic information
>
> 3) Numerical values in 1) and 2) are not related to each other.
>
Fixed that for you. Why should you expect the different types of
information that come from different contexts to have the same
numerical value? The whole point of "On complexity and emergence" is
that notions of information and entropy are complete context sensitive
(that is not to say their subjective as such - people agreeing on the
context will agree on the numerical values).
The entropy changes.
>
> Anyway, I do not see how one can obtain the information capacity of
> the storage devices from the thermodynamic entropy and this is my
> point.
>
Who was ever claiming that? The theoretically maximum possible
information storage is related, though.
> Do you claim, that the information capacity for which we pay money
> of a memory stick/DVD/hard disk is equivalent to the thermodynamic
> entropy of the device?
>
Never. The best you have is I=S_max-S, where I is the theoretical
maximum possible information storage. The value C (capacity of the
storage device) must satisfy
C <= I.
Usually C << I, for technological reasons. Also, it is undesirable to
have C vary with temperature, whereas I does vary in general
(particularly across phase transitions).
The information content of a drive is another number D <= C, usually
much less, and very dependent on the user of that drive. If the drive
is encrypted, and the user has lost the key, the information content
is close to zero.
The quantities I, C and D are all numerical quantities having the name
information.
Cheers
Hence the requirement that technology not be fixed. It is a
theoretician's answer :).
> So in practice it is often colder systems that allow us to store
> more data because then we can use small energy differences to encode
> bits.
Absolutely! But at zero kelvin, the information storage capacity of the
device is precisely zero, so cooling only works to a certain point.
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--
> I'm not talking about fluid flow,
> I'm talking about simulating everything - potential and actual chemical reactions, etc.
> Water can be described by multiplying the known interactions of H2O,
> DNA would need many more variables.
> Non-Shannon information would be anything that is not directly involved in the compression of a digitally sampled description into another digital description.
> Shannon information is not information in general, it is [...]
> Compression and encryption are deformations.
> I understand what you mean completely
> White noise is called noise for a reason.
>> How do you expect mathematics to deal with anything as subjective as
quality? A novel that's high quality to you may be junk to me.
> I don't expect mathematics to deal with it. I expect a theory of
everything to deal with it.
> I'm not a big philosophy or religion fan myself but Wittgenstein,
Heidegger, Sarte, Foucault, Kierkegaard were recent and had some
impressive things to say.
> Here's some sample articles on the subject:
> "Science begins when you distrust experts." - Richard Feynman. You're
right, I'll trust Feynman.
> I just explained
> that Shannon information has nothing to do with anything except data compression.
> Nothing can become a 'file' without irreversible loss.
> The terms signal and noise refer to information (signal) and entropy (noise). Get it straight.
>> And your way of dealing with it is to say it (bits electrons information logic etc) does not exist. I would never have guessed that coming up with a theory of everything could be so easy.
> If you understand my hypothesis then you will see there is no reason to think they exist.
> Just as you think free will has no reason to exist.
> I thought Foucault's Discipline and Punish was one of the most interesting books I've ever read.
> Feynman I think would have been intrigued by my ideas
Some engineers employ information, some the thermodynamic entropy. I
have not seen though an engineering paper where both information and the
thermodynamic entropy have been used as synonyms.
>> 2) There is the thermodynamic entropy.
>
> + thermodynamic information
>
>>
>> 3) Numerical values in 1) and 2) are not related to each other.
>>
>
> Fixed that for you. Why should you expect the different types of
> information that come from different contexts to have the same
> numerical value? The whole point of "On complexity and emergence" is
> that notions of information and entropy are complete context
> sensitive (that is not to say their subjective as such - people
> agreeing on the context will agree on the numerical values).
First the thermodynamic entropy is not context depended. This must mean
that if it is the same as information, then the latter must not be
context dependent as well. Could you please give me an example of a
physical property that is context dependent?
Second, when I have different numerical values, this could mean that the
units are different. Yet, if this is not the case, then in my view we
are talking about two different entities.
Could you please explain then what is common between 1) and 2)?
Evgenii
>
What are S_max and S in this equation?
Evgenii
I believe that you have mentioned once that information is negentropy.
If yes, could you please comment on that? What negentropy would mean?
In general, I do not understand what does it mean that information at
zero Kelvin is zero. Let us take a coin and cool it down. Do you mean
that the text on the coin will disappear? Or you mean that no one device
can read this text at zero Kelvin?
Evgenii
Temperature is context dependent. If we consider physics at the
level of atoms there is no such a quantity as temperature. Additionally,
thermodynamic entropy does require Boltzmann's constant to be defined
with is a form of context dependency as it specifies the level at which
we are to take micro-states as macroscopically indistinguishable.
Onward!
Stephen
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> Could you please give me an example of a physical property that is context dependent?
Could you please expand and show what do you mean by context dependent.
Often people employ the same words, but the meaning is completely
different (as it happens, in my view, with the entropy in thermodynamics
and in the information theory).
When Russell says that information is context dependent, we talk about
for example a DVD. Then information capacity as defined by the company
and the number of physical states are completely different. Hence the
notation from Russell that information is context dependent.
Do you mean that mass in context dependent in the same sense as above?
If yes, could you please explain it a bit more?
Evgenii
This was my question to Russell.
> ** I
> doubt that the "text" embossed on a coin is "its" *information*. It
> is part of the "physical" structure as e.g. the roundness. size, or
> material(?) characteristics - all, what nobody can imagine how to
> change for the condition of 0-Kelvin. The abs. zero temp. conditions
Yes, but when we speak about information carrier (book, a hard drive,
DVD, flash memory) it is exactly the same. And it has nothing to do with
the total number of physical states in the device, as this example with
zero temperature nicely shows.
Evgenii
> are extrapolated the best way we could muster. A matter of (sci.)
> faith. Maybe the so called 'interstitial' spaces also collapse? I am
> not for a 'physicalistic' worldview - rather an agnostic about
> 'explanations' of diverse epochs based on then recent 'findings'
> (mostly mathematically justified??? - realizing that we may be up to
> lots of novelties we have no idea about today, not even of the
> directions they may shove our views into. I say that in comparison to
> our 'conventional scientific' - even everyday's - views of the world
> in the past, before and after fundamental knowledge-domains were
> added to our inventory. I do not condone evidences "that must be,
> because THERE IS NO OTHER WAY" - in our existing ignorance of course.
> Atoms? well, if there *is* 'matter'? (MASS??) even my
> (macro)molecules I invented are suspect. So 'entropy' is a nice term
> in (classical?) thermodynamics what I coined in 1942 as *"the science
> that tells us how things would proceed wouldn't they proceed as they
> do indeed"* thinking of Carnot and the isotherm/reversible
> equilibria, etc. - way before the irreversible kind was taught in
> college courses. Information is another rather difficult term, I like
> to use 'relation' and leave it open what so far unknown relations may
> affect our processes we assign to 'causes' known within the model of
> the world we think we are in. The rest (including our misunderstood
> model - domain) is what I may call an 'infinite complexity' of which
> we are part - mostly ignorant about the 'beyond model' everything.
>
> We 'fabricate' our context, try to explain by the portion we know of
> - as if it was the totality - and live in our happy conventional
> scientific terms. Human ingenuity constructed a miraculous science
> and technology that is ALMOST good (some mistakes notwithstanding
> occurring), then comes M. Curie, Watson-Crick, Fleming, Copernicus,
> Volta, etc. and we re-write the schoolbooks.
>
> John M
>
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The Boltzmann's constant, as far as I understand, is defined uniquely.
If you talk about some other universe (or Platonia) where one could
imagine something else, then it could be. Yet, in the world that we know
according to empirical scientific studies, the Boltmann's constant is a
fundamental constant. Hence I do not understand you in this respect.
Indeed, temperature is not available directly at the level of particles
obeying classical or quantum laws. However for example it could be not a
problem with the temperature but rather with the description at the
particle level.
Anyway, I would suggest to stick to empirical scientific knowledge that
we have. Then I do not understand what do you mean that temperature is
context dependent either.
We can imagine very different worlds indeed. Yet, right now we discuss
the question (I will repeat from the email to John) as follows:
When Russell says that information is context dependent, we talk about
for example a DVD. Then information capacity as defined by the company
and the number of physical states are completely different. Hence the
notation from Russell that information is context dependent.
If you mean that the temperature and the Boltzmann constant are context
depended in the same way, could you please give practical examples?
Evgenii
That's not true. The arrangement of ink on the page, the embossed face of the coin, do
contribute to the physical states. It's just that the information encoded by them are
infinitesimal compared to the information required to define the microscopic states, e.g.
the vibrational mode of every atom. So when we're concerned with heat energy that changes
the vibrational modes we neglect the pattern of ink and the emobossing. And when we're
reading we are only interested in the information conveyed by a well defined channel, and
we ignored what information might be encoded in the mircroscopic states. But the two are
both present.
Brent.
Yes, I agree with this, but I think it changes nothing with the term
information. We have a number of physical states in a carrier (that is
influenced indeed by for example the arrangement of ink on the page) and
we have the information capability as defined by the company that sells
the carrier.
By the way, the example with the zero temperature (or strictly speaking
with temperature going to zero Kelvin) seems to show that the
information capability could be even more than the number of physical
states.
Evgenii
Boltzmann's constant is a unit conversion constant like c an Plank's
constant, nothing more. It has no fundamental significance.
>
> Indeed, temperature is not available directly at the level of
> particles obeying classical or quantum laws. However for example it
> could be not a problem with the temperature but rather with the
> description at the particle level.
>
> Anyway, I would suggest to stick to empirical scientific knowledge
> that we have. Then I do not understand what do you mean that
> temperature is context dependent either.
>
Temperature is an averaged quantity, so whilst technically an example
of emergence, it is the weakest form of emergence.
Evgenii is stating an oft-repeated meme that entropy is not
context-dependent.
It is context dependent because it (possibly implicitly) depends on
what we mean by a thermodynamic state. In thermodynamics, we usually
mean a state defined by temperature, pressure, volume, number of
particles, and so on. The "and so on" is the context dependent
part. There are actually an enormous number of possible independent
thermodyamic variables that may be relevant in different
situations. In an electrical device, the arrangement of charges might
be another such thermodynamic variable.
Also, even in classic "schoolbook" thermodynamics, not all of
temperature, pressue, volume and particle number are
relevant. Dropping various of these terms leads to different ensembles
(microcanonical, canonical and grand canonical).
Of course, context dependence does not mean subjective. If two
observers agree on the context, the entropy is quite objective. But it
is a little more complex than something like mass or length.
This is explained very well in Denbigh & Denbigh.
Scheodinger first pointed out that living systems must export entropy,
and coined the term "negative entropy" to refer to this. Brillouin
shortened this to negentropy.
The basic formula is S_max = S + I.
S_max is the maximum possible value for entropy to take - the value of
entropy at thermodynamic equilibrium for a microcanonical ensemble. S
is the usual entropy, which for non-equilibrium systems will be
typically lower than S_max, and even for equilibrium systems can be
held lower by physical constraints. I is the difference, and this is what
Brillouin called negentropy. It is an information - the information
encoded in that state.
Try looking up http://en.wikipedia.org/wiki/Negentropy
>
> In general, I do not understand what does it mean that information
> at zero Kelvin is zero. Let us take a coin and cool it down. Do you
> mean that the text on the coin will disappear? Or you mean that no
> one device can read this text at zero Kelvin?
>
I vaguely remembered that S_max=0 at absolute zero. If it were, then
both S and I must be zero, because these are all nonnegative
quantities. But http://en.wikipedia.org/wiki/Absolute_zero states only
that entropy is at a minimum, not stricly zero. In which case, I
withdraw that comment.
Cheers
On 21.01.2012 22:03 Evgenii Rudnyi said the following:To be concrete. This is for example a paper from control
On 21.01.2012 21:01 meekerdb said the following:>
On 1/21/2012 11:23 AM, Evgenii Rudnyi wrote:
On 21.01.2012 20:00 meekerdb said the following:
On 1/21/2012 4:25 AM, Evgenii Rudnyi wrote:
...
2) If physicists say that information is the entropy, they
must take it literally and then apply experimental
thermodynamics to measure information. This however seems
not to happen.
It does happen. The number of states, i.e. the information,
available from a black hole is calculated from it's
thermodynamic properties as calculated by Hawking. At a more
conventional level, counting the states available to molecules
in a gas can be used to determine the specific heat of the gas
and vice-verse. The reason the thermodynamic measures and the
information measures are treated separately in engineering
problems is that the information that is important to
engineering is infinitesimal compared to the information stored
in the microscopic states. So the latter is considered only in
terms of a few macroscopic averages, like temperature and
pressure.
Brent
Doesn't this mean that by information engineers means something
different as physicists?
I don't think so. A lot of the work on information theory was done
by communication engineers who were concerned with the effect of
thermal noise on bandwidth. Of course engineers specialize more
narrowly than physics, so within different fields of engineering
there are different terminologies and different measurement
methods for things that are unified in basic physics, e.g. there
are engineers who specialize in magnetism and who seldom need to
reflect that it is part of EM, there are others who specialize in
RF and don't worry about "static" fields.
Do you mean that engineers use experimental thermodynamics to
determine information?
> Evgenii
J.C. Willems and H.L. Trentelman
H_inf control in a behavioral context: The full information case
IEEE Transactions on Automatic Control
Volume 44, pages 521-536, 1999
http://homes.esat.kuleuven.be/~jwillems/Articles/JournalArticles/1999.4.pdf
The term information is there but the entropy not. Could you please explain why? Or alternatively could you please point out to papers where engineers use the concept of the equivalence between the entropy and information?
Jason,
Sorry, for being unclear. In my statement I have meant the thermodynamic
entropy. No doubt, in the information theory engineers, starting from
Shannon, use the information entropy. Yet, I wanted to point out that I
have not seen engineering works where engineers employ the equivalence
between the thermodynamic entropy and the informational entropy.
Evgenii
I guess that you have never done a lab in experimental thermodynamics.
There are classical experiment where people measure heat of combustion,
heat capacity, equilibrium pressure, equilibrium constants and then
determine the entropy. If you do it, you see that you can measure the
entropy the same way as other properties, there is no difference. A good
example to this end is JANAF Thermochemical Tables (Joint Army-Naval-Air
Force Thermochemical Tables). You will find a pdf here
http://www.nist.gov/data/PDFfiles/jpcrdM9.pdf
It is about 230 Mb but I guess it is doable to download it. Please open
it and explain what is the difference between the tabulated entropy and
other properties there. How your personal viewpoint on a thermodynamic
system will influence numerical values of the entropy tabulated in
JANAF? What is the difference with the mass or length? I do not see it.
You see, the JANAF Tables has started by military. They needed it to
compute for example the combustion process in rockets and they have been
successful. What part then in a rocket is context dependent?
This is the main problem with the books on entropy and information. They
do not consider thermodynamic tables, they do not work out simple
thermodynamic examples. For example let us consider the next problem:
-----------------------------------------------
Problem. Given temperature, pressure, and initial number of moles of
NH3, N2 and H2, compute the equilibrium composition.
To solve the problem one should find thermodynamic properties of NH3, N2
and H2 for example in the JANAF Tables and then compute the equilibrium
constant.
From thermodynamics tables (all values are molar values for the
standard pressure 1 bar, I have omitted the symbol o for simplicity but
it is very important not to forget it):
Del_f_H_298(NH3), S_298(NH3), Cp(NH3), Del_f_H_298(N2), S_298(N2),
Cp(N2), Del_f_H_298(H2), S_298(H2), Cp(H2)
2NH3 = N2 + 3H2
Del_H_r_298 = Del_f_H_298(N2) + 3 Del_f_H_298(H2) - 2 Del_f_H_298(NH3)
Del_S_r_298 = S_298(N2) + 3 S_298(H2) - 2 S_298(NH3)
Del_Cp_r = Cp(N2) + 3 Cp(H2) - 2 Cp(NH3)
To make life simple, I will assume below that Del_Cp_r = 0, but it is
not a big deal to extend the equations to include heat capacities as well.
Del_G_r_T = Del_H_r_298 - T Del_S_r_298
Del_G_r_T = - R T ln Kp
When Kp, total pressure and the initial number of moles are given, it is
rather straightforward to compute equilibrium composition. If you need
help, please just let me know.
-----------------------------------------------
So, the entropy is there. What is context dependent here? Where is the
difference with mass and length?
Evgenii
Could you please explain how the negentropy is related to experimental
thermodynamics? You will find in the previous message the link to the
JANAF tables and a basic thermodynamic problem. Could you please
demonstrate how the negentropy will help there?
>
>>
>> In general, I do not understand what does it mean that information
>> at zero Kelvin is zero. Let us take a coin and cool it down. Do
>> you mean that the text on the coin will disappear? Or you mean that
>> no one device can read this text at zero Kelvin?
>>
>
> I vaguely remembered that S_max=0 at absolute zero. If it were, then
> both S and I must be zero, because these are all nonnegative
> quantities. But http://en.wikipedia.org/wiki/Absolute_zero states
> only that entropy is at a minimum, not stricly zero. In which case,
> I withdraw that comment.
>
> Cheers
First, we have not to forget the Third Law that states that the change
in entropy in any reaction, as well its derivatives, goes to zero as the
temperatures goes to zero Kelvin.
In this respect your question is actually nice, as now, I believe, we
see that it is possible to have a case when the information capacity
will be more than the number of physical states.
Evgenii
How so?
The context is there - you will just have to look for it. I rather
suspect that use of these tables refers to homogenous bulk samples of
the material, in thermal equilibrium with a heat bath at some given
temperature.
If we were to take you at face value, we would have to conclude that
entropy is ill-defined in nonequlibrium systems.
More to the point - consider milling whatever material you have chosen
into small particles. Then consider what happens to a container of the
stuff in the Earth's gravity well, compared with the microgravity
situation on the ISS. In the former, the stuff forms a pile on the
bottom of the container - in the latter, the stuff will be more or
less uniformly distributed throughout the containers volume. In the
former case, shaking the container will flatten the pile - but at all
stages the material is in thermal equilibrium.
In your "thermodynamic context", the entropy is the same
throughout. It only depends on bulk material properties, and
temperature. But most physicists would say that the milled material is
in a higher entropy state in microgravity, and that shaking the pile
in Earth's gravity raises the entropy.
Furthermore, lets assume that the particles are milled in the form of
tiny "Penrose replicators" (named after Lionel Penrose, Roger's
dad). When shaken, these particles stick together, forming quite
specific structures that replicate, entraining all the replicators in
the material. (http://docs.huihoo.com/reprap/Revolutionary.pdf).
Most physicists would say that shaking a container of Penrose
replicators actually reduces the system's entropy. Yet, the
thermodynamic entropy of the JNAF context does not change, as that
only depends on bulk material properties.
We can follow your line of thinking, and have a word entropy that is
only useful in certain contexts, then we'll need to make up a
different word for other contexts. Alternatively, we can have a word
that applies over all macroscopic contexts, and explicitly qualify
what that context is. The underlying concept is the same in all cases
though. It appears to me, that standard scientific usage has become to
use the same word for that concept, rather than coin different words
to describe the same concept in all the possible different contexts
that there are.
Jason
On Feb 5, 2012, at 3:46 PM, Russell Standish <li...@hpcoders.com.au>
wrote:
Take a coin and cool it to zero Kelvin. Here it was my question that you
have not answered yet. Do you assume that the text on the coin will be
destroyed during cooling?
Evgenii
I do not get your point. Do you mean that sometimes the surface effects
could be important? Every thermodynamicist know this. However I do not
understand your problem. The thermodynamics of surface phenomena is well
established and to work with it you need to extend the JANAF Tables with
other tables. What is the problem?
It would be good if you define better what do you mean by context
dependent. As far as I remember, you have used this term in respect to
informational capacity of some modern information carrier and its number
of physical states. I would suggest to stay with this example as the
definition of context dependent. Otherwise, it does not make much sense.
> If we were to take you at face value, we would have to conclude that
> entropy is ill-defined in nonequlibrium systems.
The entropy is well-defined for a nonequilibrium system as soon as one
can use local temperature. There are some rare occasions where local
temperature is ambiguous, for example in plasma where one defines
different temperatures for electrons and molecules. Yet, the two
temperatures being defined, the entropy becomes again well-defined.
> More to the point - consider milling whatever material you have
> chosen into small particles. Then consider what happens to a
> container of the stuff in the Earth's gravity well, compared with the
> microgravity situation on the ISS. In the former, the stuff forms a
> pile on the bottom of the container - in the latter, the stuff will
> be more or less uniformly distributed throughout the containers
> volume. In the former case, shaking the container will flatten the
> pile - but at all stages the material is in thermal equilibrium.
>
> In your "thermodynamic context", the entropy is the same throughout.
No it is not. As I have mentioned in this case one just must consider
surface effects.
> It only depends on bulk material properties, and temperature. But
> most physicists would say that the milled material is in a higher
> entropy state in microgravity, and that shaking the pile in Earth's
> gravity raises the entropy.
> Furthermore, lets assume that the particles are milled in the form
> of tiny "Penrose replicators" (named after Lionel Penrose, Roger's
> dad). When shaken, these particles stick together, forming quite
> specific structures that replicate, entraining all the replicators
> in the material. (http://docs.huihoo.com/reprap/Revolutionary.pdf).
>
> Most physicists would say that shaking a container of Penrose
> replicators actually reduces the system's entropy. Yet, the
> thermodynamic entropy of the JNAF context does not change, as that
> only depends on bulk material properties.
We are again at the definition of context dependent. What are saying now
is that when you have new physical effects, it is necessary to take them
into account. What it has to do with your example when information on an
information carrier was context dependent?
Evgenii