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控制理论与应用 2005
Artificial immune antibody adjusting clonal algorithm for the 0-1 knapsack problem
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Abstract:
Based on the clonal selection theory,the antibody-adjusting-clone operator is analyzed.A new artificial immune system algorithm,Artificial Immune Antibody Adjusting Clonal Algorithm (AIAACA),is put forward.Based on Markov chain theorem,the general artificial immune system algorithm is proved to be convergent.Compared with the Evolutionary Algorithm (EA),AIAACA is shown to be an evolutionary strategy to solve the combinatorial optimization problem,like 0-1 knapsack problem.