#3745. Comparison between SSA and SSO algorithm inspired in the behavior of the social spider for constrained optimization

October 2026publication date
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Artificial Intelligence;
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Abstract:
The heuristic algorithms are often used to find solutions to real complex world problems. Performances of both algorithms are compared with each other from six different items. The best value of candidate solutions obtained in each iteration, the worst value of candidate solutions obtained in each iteration, average fitness value of candidate solutions obtained in each iteration and running time of each iteration. Using these benchmark functions, performances of SSO and SSA are compared with well-known evolutionary and recently developed methods in the literature. Obtained results show that both heuristic algorithms have advantages to another from different aspects.
Keywords:
Constrained Optimization; Heuristic; Social Spider; Spider Web

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