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单级无能力约束批量大小问题的遗传搜索算法 被引量:6

A Genetic Algorithm for Single level Uncapacitated Lot sizing Problem
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摘要 基于SLULSP问题的性质提出了用遗传算法(GA)来进行求解.通过10个随机产生的问题进行实验.结果表明,这10个问题的平均计算结果与通过动态规划获得的最优解进行比较,近优率平均可达3.29%以内. The single level uncapacitated lot sizing problem (SLULSP) is to determine production lot sizes of a single itcm over pcriods so as to minimize the sum of setup costs and inventory holding costs over the planning horizon,while satisfying given demands in discrcte time pcriods. In this paper authors proposed a new heuristic based on genetic stochastic search method to solve SLULSP. Computational results for 10 randomly generated problems involving from 5 to 50 periods in the planning horizon show that the average percent errors given by our algorithm are within 7% as compared to opitimum solutions given by use of dynamic programming algorithm.
出处 《东北大学学报(自然科学版)》 EI CAS CSCD 北大核心 1997年第3期312-315,共4页 Journal of Northeastern University(Natural Science)
基金 国家"八六三"高技术项目
关键词 生产计划 批量大小 遗传算法 SLULSP 动态规划 production planning,lot sizing ,genetic algorithm.
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参考文献3

  • 1唐立新,1995年
  • 2Qiu X F,IEEE Trans Neural Netw,1994年,15卷,1期,102页
  • 3黄国尹,生产库存管理新方法-MRP,1987年,1页

同被引文献44

  • 1陈火旺,吴少岩,罗铁庚.遗传程序设计(之一)[J].计算机科学,1995,22(6):12-15. 被引量:12
  • 2马慧民,柳毅,叶春明.基于改进粒子群算法求解单级多资源约束生产批量计划问题[J].工业工程与管理,2005,10(6):66-70. 被引量:26
  • 3谢金星,姜启源,邢文训,谭泽光.能力受限的批量问题的数学模型与算法新进展[J].运筹学杂志,1996,15(1):1-12. 被引量:14
  • 4唐立新,杨自厚,王梦光,祁慧.CIMS中带多资源的CLSP问题的遗传启发式算法[J].系统工程理论与实践,1997,17(4):39-44. 被引量:17
  • 5Jeunet J, Jonard N.Single-point stochastic search algorithms for the multi-level lot-sizing problem[J].Computers and Operations Research, 2005,32 : 985-1006.
  • 6Dellaert N, Jeunet J,Jonard N.A genetic algorithm to solve the general multi-level lot-sizing problem with time-varying costs[J]. International Journal of Production Economics,2000,68:241-257.
  • 7Pitakaso R,Almeder C, Doerner K F, et al.A MAX-M1N ant system for unconstrained multi-level lot-sizing problems[J].Com- puters and Operations Research, 2007,34(9) : 2533-2552.
  • 8邢文讯,谢金星.现代优化汁算方法[M].北京:清华大学出版社,1999.
  • 9Karimi B, Fatemi Ghomi S M T, Wilson J M.The capacitated lot sizing problem: A review of models and algorithms[J].The International Journal of Management Science,2003,31:365-378.
  • 10Jans R,Degraeve Z.Meta-heuristics for dynamic lot-sizing:A re- view and comparison of solution approaches[J].European Jour- nal of Operational Research,2007, 177:1855-1875.

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