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Immune and Genetic Algorithm Based Assembly Sequence Planning

YANG Jian-guo LI Bei-zhi YU Lei JIN Yu-song

东华大学学报(英文版)2004,Vol.21Issue(6):38-42,5.
东华大学学报(英文版)2004,Vol.21Issue(6):38-42,5.

Immune and Genetic Algorithm Based Assembly Sequence Planning

Immune and Genetic Algorithm Based Assembly Sequence Planning

YANG Jian-guo 1LI Bei-zhi 1YU Lei 1JIN Yu-song1

作者信息

  • 1. College of Mechanical Engineering,Dong Hua University,Shanghai 200051
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摘要

Abstract

In this paper an assembly sequence planning model inspired by natural immune and genetic algorithm (ASPIG) based on the part degrees of freedom matrix (PDFM) is proposed, and a proto system - DSFAS based on the ASPIG is introduced to solve assembly sequence problem. The concept and generation of PDFM and DSFAS are also discussed. DSFAS can prevent premature convergence, and promote population diversity, and can accelerate the learning and convergence speed in behavior evolution problem.

关键词

assembly/assembly sequence/automatic planning/immune algorithm/genetic algorithm

Key words

assembly/assembly sequence/automatic planning/immune algorithm/genetic algorithm

引用本文复制引用

YANG Jian-guo,LI Bei-zhi,YU Lei,JIN Yu-song..Immune and Genetic Algorithm Based Assembly Sequence Planning[J].东华大学学报(英文版),2004,21(6):38-42,5.

基金项目

This Research was Supported by Shanghai Natural Science and Technology project(01Zf14004) (01Zf14004)

东华大学学报(英文版)

1672-5220

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