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An additional approach for solving engineering optimization issues is utilizing the particle swarm algorithm. The PSO algorithm is undoubtedly an successful solution for problems with mixed style variables, as it may possibly deal with integer, discrete, and constant variables.Considered one of the most well-liked alternatives to linear programming