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- W2392123746 abstract "Through the analysis of the source of the problems that when CLONALG algorithm which Castro raised optimizes the multi-peak function there is weak peak search capability,the easily-degraded optimal solution and the low efficiency of the convergence,this paper provides a self-adaptive clone selection algorithm based on memory niche(MNACSA).First of all,the algorithm uses mechanism for niche to divide the population into several categories,and the best individuals are selected from each category to form a new population;then the memory and the self-adaptive high frequency of mutation rate should be established and the best antibody inhibition operation should be introduced in the memory.In the paper,algorithm is analyzed and simulated,which proves that the algorithm can prevent the degradation of the outstanding individuals,adjust the number of individuals automatically,improve optimized efficiency and enhance the capacity of multi-peak search." @default.
- W2392123746 created "2016-06-24" @default.
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- W2392123746 date "2009-01-01" @default.
- W2392123746 modified "2023-09-25" @default.
- W2392123746 title "Improved Clone Selection Algorithm for Multi-Peak Function Optimization" @default.
- W2392123746 hasPublicationYear "2009" @default.
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