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A metaheuristic solution approach for the time-constrained project scheduling problem

机译:时间受限的项目调度问题的元启发式求解方法

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摘要

In this paper, a metaheuristic solution procedure for the Time-Constrained Project Scheduling Problem is proposed, in which additional resources can be temporarily allocated to meet a given deadline. The problem consists of determining a schedule such that the project is completed on time and that the total additional cost for the resources is minimized. For this problem, an artificial immune system is proposed, in which each solution is represented by a vector of activity start times. A local search procedure, which tries to shift cost causing activities, is applied to each population schedule. Computational experiments are applied to modified resource-constrained project scheduling problem benchmark instances and reveal promising results.
机译:本文提出了一种针对时间受限的项目计划问题的元启发式求解程序,其中可以临时分配额外的资源以满足给定的期限。问题包括确定时间表,以便按时完成项目,并使资源的总额外成本降至最低。针对此问题,提出了一种人工免疫系统,其中每种溶液均由活性开始时间的向量表示。试图改变导致成本的活动的本地搜索过程将应用于每个人口计划。将计算实验应用于修改后的资源受限的项目调度问题基准实例,并揭示了有希望的结果。

著录项

  • 来源
    《OR Spectrum》 |2017年第2期|353-371|共19页
  • 作者单位

    Univ Ghent, Dept Ind Management, Technol Pk 903, B-9052 Zwijnaarde, Belgium;

    EDHEC Business Sch, 24 Ave Gustave Delory, F-59057 Roubaix, France;

    Univ Ghent, Fac Econ & Business Adm, Tweekerkenstr 2, B-9000 Ghent, Belgium|UCL, Dept Management Sci & Innovat, Gower St, London WC1E 6BT, England;

    Katholieke Univ Leuven, Leuven Mobil Res Ctr, B-3001 Leuven, Belgium;

    Univ Ghent, Dept Ind Management, Technol Pk 903, B-9052 Zwijnaarde, Belgium;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Metaheuristics; Project scheduling; Time-constrained;

    机译:元启发法;项目进度;时间受限;

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