Quantum Clonal Evolutionary Algorithms

LIU Fang; LI Yang-yang

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Quantum Clonal Evolutionary Algorithms

更新时间：2025-07-16

- Quantum Clonal Evolutionary Algorithms
- Acta Electronica Sinica Vol. 31, Issue S1, Pages: 2066-2070(2003)
- 作者机构：
  
  西安电子科技大学计算机学院,陕西,西安,710071
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN957
- Published Online：25 December 2003，
  
  Published：2003
- 稿件说明：
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LIU Fang, LI Yang-yang. Quantum Clonal Evolutionary Algorithms[J]. Acta Electronica Sinica, 2003, 31(S1): 2066-2070.
DOI：

LIU Fang, LI Yang-yang. Quantum Clonal Evolutionary Algorithms[J]. Acta Electronica Sinica, 2003, 31(S1): 2066-2070. DOI：

摘要

本文在量子进化算法的基础上结合基于克隆选择学说的克隆算子

提出了改进的进化算法量子克隆进化策略算法(QCES).它既借鉴了量子进化算法的高效并行性又利用克隆算子来代替其中的变异和选择操作

以增加种群的多样性

避免了早熟

且收敛速度快.本文不仅从理论上证明了该算法的收敛

而且通过仿真实验表明了此算法的优越性.

Abstract

Based on the combining of the quantum evolutionary algorithms (QEA) with the main mechanisms of clone

an improved evolutionary algorithmquantum clonal evolutionary strategies (QCES) was proposed in this paper.By adopting the high-effective parallelism of QEA and replacing clone operator by mutation and selection of the classical evolutionary algorithms (CEA)

it has better diversity and the converging speed than CEA and avoided prematurity.The convergence of the QCES is proved and its superiority is shown by experiments in this paper.

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