文献类型：期刊文献

中文题名：基于进化算法的产品概念设计研究进展综述

英文题名：A Review of Evolutionary-algorithm-based Product Conceptual Design

作者：俞国燕[1];何真[1]

机构：[1]广东海洋大学工程学院,湛江524025

年份：2010

卷号：29

期号：7

起止页码：891

中文期刊名：机械科学与技术

外文期刊名：Mechanical Science and Technology for Aerospace Engineering

收录：CSTPCD、、Scopus、CSCD2011_2012、北大核心2008、北大核心、CSCD

基金：国家自然科学基金项目(50675069);广东省海洋渔业局项目(A200899G02)资助

语种：中文

中文关键词：进化算法;概念设计;进化设计;综述

外文关键词：evolutionary algorithm; conceptual design; evolutionary design; overview

中文摘要：进化算法是一种基于自然选择的随机全局优化算法,基于进化算法的进化设计是获取产品创新方案的有效手段。分析了进化算法在产品设计中的应用现状和研究进展,比较了概念设计不同创新面的特性,综述了进化算法在外观造型创新、布局方案创新、结构创新的研究进展,并综合当前进化算法在概念设计应用中存在的问题与不足,讨论了进化设计方法的未来研究方向。

外文摘要：Evolutionary algorithm is a stochastic global optimization algorithm based on natural selection.Evolutionary design based on evolutionary algorithm is an effective method to obtain creative scheme of product.This paper presents an overall view of the current application status and research improvement for evolutionary algorithm adopted in product design,and the main feature comparisons between various creative layers involved in conceptual design are provided.Moreover,It critically gives a comprehensive overview of the applications of evolutionary algorithms in three creative design domains,including product mechanism creative design,layout scheme creative design and configuration or shape creative design.Then,the existing problem and defaults of evolutionary algorithm application in conceptual design are summarized.Finally,the directions for future work of evolutionary design are discussed and the avenues of future exploration are identified.