Introductory Lecture on Optimization Techniques

[Mrinmoy Majumder]

Overall the lecture will try to explain the following concepts in a brief but simple manner with an example wherever required.
 - Objective functions and constraints
 - Definition and significance
 - Types of objective functions (e.g., maximization, minimization)
 - Role of constraints in optimization
 - Search algorithms
 - Overview of different search algorithms used in optimization
 - Comparison of their performance and applicability
 - Examples of search algorithms in optimization problems
 - Performance measures and evaluation
 - Criteria for evaluating optimization techniques
 - Quantitative and qualitative measures of performance
 - Importance of evaluating and comparing different techniques
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