计算机集成制造系统 ›› 2014, Vol. 20 ›› Issue (5): 1088-.DOI: 10.13196/j.cims.2014.05.jinjintao.1088.11.20140511

• 产品创新开发技术 • 上一篇    下一篇

基于人工蜂群的空间资源受限项目调度算法

靳金涛,聂兰顺,战德臣,徐晓飞   

  1. 哈尔滨工业大学计算机科学与技术学院
  • 出版日期:2014-05-30 发布日期:2014-06-12
  • 基金资助:
    国家自然科学基金资助项目(61273038);国家科技支撑计划资助项目(2013BAH17F03)。

Spatial resource constrained project scheduling algorithm based on artificial bee colony

  • Online:2014-05-30 Published:2014-06-12
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.61273038),and the National Key Technology R&D Program,China(No.2013BAH17F03).

摘要: 针对空间资源受限的项目调度问题,提出一种基于人工蜂群算法的解决方案。以船舶建造分段制造问题为背景,对不同种类的资源进行抽象和建模,建立了空间资源受限项目调度问题的数学模型,在串行调度生成方案、基于配置空间理论的启发式二维空间分配算法等基础上,提出基于人工蜂群的空间资源受限项目调度算法,实现对这一问题的综合求解。对不同规模的问题实例采用不同算法进行对比,结果表明所提算法在相对较短的时间内可以获得较优的调度方案。

关键词: 项目调度, 空间资源, 人工蜂群, 配置空间

Abstract: Taking the block manufacturing of shipbuilding as the background,a mathematical model of the spatial resource constrained project scheduling problem was proposed by modeling of different kinds of resource.On the basis of the serial scheduling scheme and heuristic two-dimensional spatial scheduling algorithm developed from configuration space theory,a spatial resource constrained project scheduling algorithm based on artificial bee colony was provided.An experiment compared with the different algorithms in the corresponding data scale was made and the result showed that the better scheduling scheme could be achieved in a short computational time.

Key words: project scheduling, spatial resource, artificial bee colony, configuration space

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