首页> 外文期刊>Expert Systems with Application >Addressing lot sizing and warehousing scheduling problem in manufacturing environment
【24h】

Addressing lot sizing and warehousing scheduling problem in manufacturing environment

机译:解决制造环境中的批量和仓储调度问题

获取原文
获取原文并翻译 | 示例

摘要

In recent years, lot sizing issues have gained attention of researchers worldwide. Previous studies devoted on lot sizing scheduling problems were primarily focused within the production unit in a manufacturing plant. In this article lot sizing concept is explored in the context of warehouse management. The proposed formulation helps manufacturer to decide the effective lot-size in order to meet the due dates while transferring the product from manufacturer to retailer through warehouse. A constrained based fast simulated annealing (CBFSA) algorithm is used to effectively handle the problem. CBFSA algorithm encapsulates the salient features of both genetic algorithm (GA) and simulated annealing (SA) algorithms. This hybrid solution approach possesses the mixed characteristics of both of the algorithms and determines the optimalear optimal sequence while taking into consideration the lot-size. Results obtained after implementing the proposed approach reveals the efficacy of the model over various problem dimensions and shows its superiority over other approaches (GA and SA).
机译:近年来,批量问题已引起全球研究人员的关注。先前有关批量计划安排问题的研究主要集中在制造工厂的生产单元内。在本文中,在仓库管理的背景下探讨了批量确定概念。提议的配方可帮助制造商确定有效的批量大小,以便在到期日之内将产品从制造商通过仓库转移到零售商。基于约束的快速模拟退火(CBFSA)算法用于有效地解决该问题。 CBFSA算法封装了遗传算法(GA)和模拟退火(SA)算法的显着特征。这种混合解决方案方法具有两种算法的混合特性,并在考虑批量的情况下确定最佳/接近最佳顺序。实施提出的方法后获得的结果揭示了该模型在各种问题维度上的有效性,并显示了其相对于其他方法(GA和SA)的优越性。

著录项

  • 来源
    《Expert Systems with Application》 |2011年第9期|p.11751-11762|共12页
  • 作者单位

    School of Computer Science and Information Technology, University of Nottingham, NG8 IBB, UK;

    DCU Business School, Dublin City University, Dublin 9, Ireland;

    School of Management, University of Bath, BA2 7AY, UK;

    School of Management and Law, Edinburgh Napier University, EH14 ID], UK;

    Department of Industrial Engineering and Management, Indian Institute of Technology, Kharagpur-721302. India;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    warehousing; ga; sa; tardiness; lot-sizing; scheduling;

    机译:仓储;ga;sa;延误;批量;排定;

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号