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Immune algorithm with antibody-repaired and its application for high-dimensional 0/1 knapsack problem
抗体修正免疫算法对高维0/1背包问题的应用 *

Keywords: high-dimensional 0/1 knapsack problem,constrained optimization,antibody repair,immune algorithms
高维0/1背包问题
,约束优化,抗体修正,免疫算法

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Abstract:

It's difficulty to deal with high-dimensional optimization problem constrained for GA,this paper proposed an immune algorithm with antibody-repaired,based on biological immune system's functions,to solve a class of high-dimensional optimization problem constrained.The key of algorithm is: the affinity of antibodies had relation to the antibody's density and current population,the feasible antibodies were cloned and mutated,repaired the infeasible antibodies by means of the increasing sorting of price consis...

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