Using Random Subsets of the Full Choice Set

[Kexin Lai]

Dear Professor Bierlaire:

I am writing to ask if I can set a choice set for each decision-maker. 

As my choice number is quite big (over 2000) and would take too much ram and time to run the model, I want to estimate the MNL model using random subsets of the full choice set .

Many thanks.

Kexin

[Michel Bierlaire]

> On 26 Apr 2024, at 21:13, Kexin Lai <kexi...@gmail.com> wrote:
>
> Dear Professor Bierlaire:
>
> I am writing to ask if I can set a choice set for each decision-maker.

Yes. This is the role of the availability conditions.

>
>
> As my choice number is quite big (over 2000) and would take too much ram and time to run the model, I want to estimate the MNL model using random subsets of the full choice set .

It is described here how to do it: https://transp-or.epfl.ch/documents/technicalReports/BierPasc23.pdf

>
> Many thanks.
> Kexin
>
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Michel Bierlaire
Transport and Mobility Laboratory
School of Architecture, Civil and Environmental Engineering
EPFL - Ecole Polytechnique Fédérale de Lausanne
http://transp-or.epfl.ch
http://people.epfl.ch/michel.bierlaire