系统管理学报2011,Vol.20Issue(3):363-369,7.
集装箱港口作业资源配置的分布式仿真优化方法
Optimization of Operating Resource Allocation in Container Terminals based on Distributed Simulation
摘要
Abstract
A distributed simulation-based optimization method is proposed to solve the operating resource allocation problem in container terminals, which usually requires huge computational effort. Firstly, the mathematical model for simulation-based optimization was constructed, then the model was formulated as a distributed simulation-based optimization model. Secondly, the system architecture for simulation based on high level architecture (HLA) was built, and the problem for time composition and node assignment is analyzed. Finally, a practical example is used to illustrate the effectiveness of the proposed method. The numerical results show that this method can both get the same optimal solutions as with the centralized simulation-based optimization method and reduce the running time with high efficiency for optimal resource allocation in container terminals. This method provides a new approach for the time efficiency bottleneck in simulation-based optimization of complex logistics system.Keywords: Simu关键词
分布式优化/仿真优化/高层体系结构/最优资源配置/集装箱港口Key words
Simulation-based Optimization/High level Architecture (HLA)/Resources Allocation/Container Terminals分类
自科综合引用本文复制引用
金淳,邓玲丽,高鹏..集装箱港口作业资源配置的分布式仿真优化方法[J].系统管理学报,2011,20(3):363-369,7.基金项目
国家自然科学基金资助项目(70571008) (70571008)
辽宁省自然科学基金资助项目(20062184) (20062184)