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Novel chaos genetic algorithm for solving 0-1 knapsack problem
求解0-1背包问题的混沌遗传算法

Keywords: chaos genetic algorithm,power function carrier technology,knapsack problems(KP),optimization algorithm
混沌遗传算法
,幂函数载波技术,背包问题,优化算法

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Abstract:

This paper proposed a novel chaos genetic algorithm for solving the 0-1 knapsack problem. Enhanced the ergodicity of chaotic search by using power function carrier technology, improved genetic algorithm premature problem by embeding chaos optimal solution obtained into basic GA, and improved the capacity of algorithm to avoid the local extreme and to converge to the global optimal solution quickly. Results of the numerical experiment show that the proposed algorithm is effective and useful in solving 0-1 knapsack problem.

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