Is it possible to implement genetic algorithm for optimization without any mathematical relation or model?

If I don't have definite model or equation for process, it is possible to optimise the process with genetic algorithm?

[Walter Roberson]

How would you determine whether one particular set of parameters evaluated as "better" or "worse" than another set ?

Answer 1

[Prateekshya]

Hi Sachin,

I understand that your requirement is to use Genetic Algorithm Optimization when you do not have any mathematical model or equation.

Please note that it is necessary to define the fitness function and the problem statement clearly as these are essential for using Genetic Algorithm. However, you may skip or modify the genetic operators such as crossover and mutation.

I hope this helps!

Thank you.