| 基于自适应PSO的生产-分销协同计划模型与算法研究 |
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| 引用本文： | 张瀚林,王珍. 基于自适应PSO的生产-分销协同计划模型与算法研究[J]. 宁夏大学学报(自然科学版), 2010, 31(2): 125-129 |
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| 作者姓名： | 张瀚林 王珍 |
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| 作者单位： | 1. 北京工业大学,经济与管理学院,北京,100124
2. 宁夏大学,土木与水利工程学院,宁夏,银川,750021 |
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| 基金项目： | 国家自然科学基金资助项目 |
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| 摘 要： | 针对分布决策条件下供应链生产-分销系统中,以供应商为视角的模型优化性能不足以及因信息不完全导致适用性受限的问题,在建立购买方-制造商2级协同优化模型的基础上,提出一种基于自适应粒子群算法（PSO）的协调优化方法,利用该方法在有限信息共享的情况下,通过多次迭代实现协同优化.仿真实验表明该方法能够有效地收敛于问题的近似解并具有较好的优化性能.
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| 关 键 词： | PSO算法 供应链 生产-分销系统 协同计划 |
Study on Model and Method for Production-Distribution Collaborative Planning Based on An Adaptive PSO |
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| Zhang Hanlin,Wang Zhen. Study on Model and Method for Production-Distribution Collaborative Planning Based on An Adaptive PSO[J]. Journal of Ningxia University(Natural Science Edition), 2010, 31(2): 125-129 |
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| Authors: | Zhang Hanlin Wang Zhen |
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| Affiliation: | 1.School of Economics and Management,Beijing University of Technology,Beijing 100124,China; 2.School of Civil and Hydraulic Engineering,Ningxia University,Yinchuan 750021,China) |
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| Abstract: | In a supply chain production-distribution system with distributed decision environment,the models with perspective of supplier are weak on optimization performance and are limited on applicability for incomplete information.After giving a new collaborative optimization model,a method based on adaptive Particle Swarm Optimization（PSO） is proposed for coordinative optimization.The collaborative optimization will be achieved by using the method with sharing limited information.Computational experiments shows the method have good astringency and optimization performance. |
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| Keywords: | PSO algorithm supply chain production-distribution systems collaborative planning |
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