摘要
分析了可重构制造系统的内涵,提出了制造系统重构的三种分类(逻辑型RMS、改进型RMS和创新型RMS)并给出了制造系统重构的流程。在利用UML对制造系统建模的基础上,建立了统一的面向改进型RMS和创新型RMS布局规划的多目标规划数学模型。提出了启发式算法和遗传算法相结合的混合遗传算法,解决了创新型RMS布局规划问题。实例验证了算法的可行性和有效性。
Fully analyzing the meaning of RMS from system level, three kinds of RMS （Logic RMS, Improved RMS, and Innovated RMS） are proposed and the reconfiguration process is presented. Based on the manufacturing system modeling with UML, a uniform mathematic model of layout planning for improved RMS and innovated RMS with multi-objective programming is presented. A hybrid genetic algorithm （HGA） combined Genetic Algorithm （GA） with heuristic algorithm is used for solving innovated RMS layout planning problem. An application example validats the efficiecy and feasibility of the above algorithm.
出处
《工业工程与管理》
2007年第5期68-73,78,共7页
Industrial Engineering and Management
基金
总装预研基金(51458010103BQ0102)
国防科工委基础科研资助项目(K1301020706)
关键词
可重构制造系统
布局规划
混合遗传算法
reconfigurable manufacturing system
layout planning
hybrid genetic algorithm
