Near Optimal Decisions

Genetic Algorithms (GAs) 

Follow the links below to download the material for Genetic Algorithms. The GA toolbox of Matlab is used throughout this tutorial.

Lessons

  • Lesson (Duration: 120 min)
    1. Theory (in brief)
    2. Things you have to consider
    3. GAs and Matlab
    4. Part #1 (fitness function, variables, representation, plots)
    5. Part #2 (population diversity – size – range, fitness scaling)
    6. Part #3 (selection, elitism, mutation)
    7. Part #4 (global vs. local minima)

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