why it takes too long time to run firefly algorithm?

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I am using firefly algorithm to get optimal values of PID parameters for my system . I am using a simulink model simulating controller and plant . the problem here that when i run the algorithm it takes too long time may be 3 or 4 hours to run only 100 iterations how can I speed up the algorithm ?
chaker ben salem
chaker ben salem on 11 Mar 2022
am having the same problem, not for hours, but longer then other algorithms on the same problem, it takes 1 min for pso but 20 for firefly algorithm on a 500 iteration

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