Hello,
I have written a simple GA for my specific problem. you can see graph in the appendix. by this graph, can you tell if there is any kind of problem with code? like premature convergence or getting stuck into the local optimum. can you say something to modify my parameters or put some links to see? I think my algorithm does not do well. definitely it does not do well. it converges to final value in 5 iteration. I expect it to do something more in the next 45 iterations. But it is constant.
Dear Mohammad Reza
This could be due to the variable sticking to defined boundaries. Check the value of optimum variables to see they are sticking to boundaries or not. If yes, vast the range if it is possible.
Good Luck
Dear Mostafa,
Thank you for answering my question. In fact, I do not have any boundary. In another word, my domain is real numbers. So, I do not have such problem.
You're welcome
If you want, send me your problem (function file), I'll use my optimization algorithms to see if the same thing happening.
I recommend studying the following systematic review.
Article A Systematic Review of the Whale Optimization Algorithm: The...
Also, you can find some experiments regarding your question in the following critical review.
Article A Critical Review of Moth-Flame Optimization Algorithm and I...
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