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In the formulation of genetic algorithm, a repair strategy is adopted to satisfy given constraints and multiple elitism scheme is implemented to efficiently find multiple global optima or near-optima.
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In addition, a multiple elitism was implemented to efficiently and reliably search the optimum and near optimal designs as many as possible.
Calculate n r according to the controlled elitism scheme; Sort F r in descending order using crowded comparison; Put the first n r members of F r in P, i.e., P = P∪F r [1:n r ]; r = r + 1. Step 4 (Fitness assignment): Assign fitness to each individual according to its position in P; Step 5 (Reproduction).
Set r = 1 and P = ϕ; While |P| < K do (1) Calculate n r according to the controlled elitism scheme; (2) Sort F r in descending order using crowded comparison; (3) Put the first n r members of F r in P, i.e., P = P∪F r [1:n r ]; (4) r = r + 1. .
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