A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition

LI Bi; YONG Zheng-zheng

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A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition

更新时间：2025-07-16

- A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition
- Acta Electronica Sinica Vol. 30, Issue S1, Pages: 2161-2162(2002)
- 作者机构：
  
  深圳大学信息工程学院,广东,深圳,518060
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：2002
- 稿件说明：
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LI Bi, YONG Zheng-zheng. A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition[J]. Acta Electronica Sinica, 2002, 30(S1): 2161-2162.
DOI：

LI Bi, YONG Zheng-zheng. A High-Efficient Parallel Genetic Algorithm Based on Multi-Level Competition[J]. Acta Electronica Sinica, 2002, 30(S1): 2161-2162. DOI：

摘要

借鉴生态进化中普遍存在的竞争现象

本文提出了一种基于多层竞争的并行遗传算法(GAMLC

geneticalgorithm based On multi-level competition).仿真结果表明

该算法能较好地解决遗传算法中的早熟现象及收敛速度慢的问题

提高了搜索到全局最优解的概率.

Abstract

Enlightened by the knowledge of prevalent competition in evolution

a new parallel genetic algorithm is proposed which is based on multi-level compelition(GAMLC) in this paper. Experimental results show the high efficiency of GAMLC in solving premature convergence and accelerating the convergence and promoting the probability to locate the optima.

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