In this paper, we propose an improved evolutionaryprogramming based on single-point mutation, which is named Single-Point Mutation evolutionaryprogramming (SPMEP). The distinctions between SPMEP and the classical ev...
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In this paper, we propose an improved evolutionaryprogramming based on single-point mutation, which is named Single-Point Mutation evolutionaryprogramming (SPMEP). The distinctions between SPMEP and the classical evolutionaryprogramming (EP) are the single-point mutation for each solution in each iteration and the fixed mutation scheme for deviation eta. Simulation results show that SPMEP is obviously superior to the classical EP, fast EP and generalized EP for multimodal and high-dimensional functions. (C) 2004 Elsevier B.V. All rights reserved.
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