Population optimization algorithms: Resistance to getting stuck in local extrema (Part I)
by
, 09-26-2024 at 05:41 AM (128 Views)
more...This is a unique research, the idea for which came to me while answering questions that arose during the discussion of one of my articles. I am hopeful that readers will appreciate the value and originality of this work.
To carry out the experiment, we need to first initialize the coordinates of the agents forcibly outside the algorithm, using the coordinates of the global minimum, before measuring the fitness function at the first epoch.
Such an experiment will allow us to evaluate resistance to extremely difficult conditions and the ability to overcome limitations.