基于人机结合算法的布局优化研究  

Human-computer cooperative parallel genetic algorithm for the layout optimization design of household electrical appliances

作　　者：李苏[1] 王小平[1] 王进[1] 

机构地区：[1]西北工业大学机电学院,陕西西安710072

出　　处：《西安石油大学学报（自然科学版）》2009年第4期86-88,共3页Journal of Xi’an Shiyou University（Natural Science Edition）

基　　金：国家科技支撑计划项目"家电行业(企业)的数字化综合集成技术开发与应用"资助(编号:2006BAF01A02)

摘　　要：在研究并行遗传算法的基础上,提出了解决家电产品布局设计优化问题的人机结合并行遗传算法.该算法将人工个体与算法个体共同构成解群,在计算过程中通过人机交互,实现对算法的有效干预,避免算法的缺陷出现.对比试验表明,采用"人机结合"的并行遗传算法能够较好地解决家电产品布局设计的优化问题.Based on the researches of parallel genetic algorithm,a human-computer cooperative parallel genetic algorithm is presented to realize the layout design optimization of household electrical appliances.Combining artificial individuals with algorithm individuals,the proposed algorithm provides a solvable group to effectively interfere the algorithm and avoid the defects of algorithm in the process of human-computer interaction.And the contrasting experiment shows that the man-machine combination genetic algorithm can successfully realize the layout design optimization of household electrical appliances.

关 键 词：人机结合算法 并行遗传算法 家电产品 布局设计 

分 类 号：TP302[自动化与计算机技术—计算机系统结构]