基于协同交互式遗传算法的复杂产品概念设计  

Applying a Hybrid Approach Based on Cooperative Co-evolution and Interactive Genetic Algorithm to Complex Product Conceptual Design

作　　者：宋东明[1] 朱耀琴[1] 吴慧中[1] 

机构地区：[1]南京理工大学计算机科学与技术学院,南京210094

出　　处：《计算机科学》2009年第7期222-226,共5页Computer Science

摘　　要：针对复杂产品概念设计中的方案求解问题,建立了基于进化思想的求解过程模型,提出了一种新的基于协同进化算法与交互式遗传算法相结合的复杂产品概念设计方法。针对手机概念设计中功能设计的特点提出了变长度编码和两层编码的混合编码方式。实例表明,该方法对多目标、人机交互的复杂产品概念设计方案求解是有效的。A scheme solving process model of complex product conceptual design based new hybrid approach based on cooperative co-evolution and interactive genetic algorithm was proposed. According to the characteristics of function design of cell phone conceptual design, a hybrid coding approach based on Messy coding technique and two-row chromosome structure was proposed. A case study was carried out to demonstrate its utilization and efficiency to conceptual design of complex product involving of multi-objective and human-computer cooperation.

关 键 词：概念设计 协同进化 交互式遗传算法 多目标优化 人机结合 

分 类 号：TP391.72[自动化与计算机技术—计算机应用技术]