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《Computing Technology and Automation》 2007-04
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A Memetic Algorithm for the Multidimensional Knapsack Problems

LIU Man-dan(College of Information Science and Technology,East China University of Science and Technology,Shanghai 200237,China)  
Memetic algorithm is one of heuristic algorithms,it is more appropriate for multidimensional knapsack problems than some classical mathematical methods.It is a combination of global search based on populations and local search based on individuals.To the multidimensional problems,one approach is proposed using greedy strategy by sorting the degree of contravention,genetic algorithm is used for global search and simulated annealing is used for local search.The result of solving multidimensional 0-1 knapsack problems by memetic algorithm indicates that memetic algorithm can obtain better search performance than normal genetic algorithm.
【CateGory Index】: TP301
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