English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 59720/92965 (64%)
造访人次 : 832662      在线人数 : 30
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜寻范围 查询小技巧:
  • 您可在西文检索词汇前后加上"双引号",以获取较精准的检索结果
  • 若欲以作者姓名搜寻,建议至进阶搜寻限定作者字段,可获得较完整数据
  • 进阶搜寻

    jsp.display-item.identifier=請使用永久網址來引用或連結此文件: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/105944

    题名: A hybrid heuristic method for the periodic inventory routing problem
    作者: Shu-Chu Liu;Ming-Che Lu;Chih-Hung Chung
    关键词: Periodic inventory routing problem (PIRP);Particle swarm optimization (PSO);Large neighborhood search (LNS);Hybrid heuristic method;NP-hard problem
    日期: 2016-02-29
    上传时间: 2016-04-22 13:11:46 (UTC+8)
    出版者: Springer London
    摘要: The periodic inventory routing problem (PIRP) determines the delivery routing and the inventory policies for retailers from a supplier in a periodic time based on the minimal cost criterion. Since it is a non-deterministic polynomial-time (NP)-hard problem, a heuristic method is needed for this problem. In the past, different global heuristic methods, such as tabu search (TS) and simulated annealing (SA), have been proposed; however, they seem ineffective. Particle swarm optimization (PSO) is known as resolving multidimensional combinatorial problems such as PIRP; however, it is easily trapped in local optimality. The authors of this paper propose a hybrid heuristic method for the PIRP. The hybrid method integrates a large neighborhood search (LNS) into PSO to overcome the drawbacks of PSO and LNS. The PSO is adopted first. A local search is applied to each particle in different iterations. Then, a local optimal solution (particle) for each particle is obtained. Last, the LNS is applied to the global best solution to avoid becoming trapped in local optimality. The results show that the proposed hybrid heuristic method is 10.93 % better than the existing method and 1.86 % better than the pure heuristic method in terms of average cost.
    關聯: The International Journal of Advanced Manufacturing Technology 8(9-12), p.1-8
    DOI: 10.1007/s00170-015-8081-3
    显示于类别:[教育科技學系暨研究所] 期刊論文


    档案 描述 大小格式浏览次数
    A hybrid heuristic method for the periodic inventory routing problem.pdf356KbAdobe PDF1检视/开启



    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回馈