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考虑资源置信度的跨企业项目鲁棒性调度算法

徐汉川 徐晓飞

徐汉川, 徐晓飞. 考虑资源置信度的跨企业项目鲁棒性调度算法. 自动化学报, 2013, 39(12): 2176-2185. doi: 10.3724/SP.J.1004.2013.02176
引用本文: 徐汉川, 徐晓飞. 考虑资源置信度的跨企业项目鲁棒性调度算法. 自动化学报, 2013, 39(12): 2176-2185. doi: 10.3724/SP.J.1004.2013.02176
XU Han-Chuan, XU Xiao-Fei. Resource-confidence-considered Robust Project Scheduling Algorithm for Cross-enterprise Project. ACTA AUTOMATICA SINICA, 2013, 39(12): 2176-2185. doi: 10.3724/SP.J.1004.2013.02176
Citation: XU Han-Chuan, XU Xiao-Fei. Resource-confidence-considered Robust Project Scheduling Algorithm for Cross-enterprise Project. ACTA AUTOMATICA SINICA, 2013, 39(12): 2176-2185. doi: 10.3724/SP.J.1004.2013.02176

考虑资源置信度的跨企业项目鲁棒性调度算法

doi: 10.3724/SP.J.1004.2013.02176
基金项目: 

国家高技术研究发展计划(863计划)(2012AA040902,2012AA040904),国家自然科学基金(71171066),欧盟第七框架项目(295130)资助

详细信息
    作者简介:

    徐汉川 哈尔滨工业大学计算机科学与技术学院讲师. 主要研究方向为服务计算,项目计划与调度优化. 本文通信作者.E-mail:xhc@hit.edu.cn

Resource-confidence-considered Robust Project Scheduling Algorithm for Cross-enterprise Project

Funds: 

Supported by National High Technology Research and Development Program of China (863 Program) (2012AA040902, 2012AA040904), National Natural Science Foundation of China (71171066), and FP7-PEOPLE-2011-IRSES (295130)

  • 摘要: 资源不确定性高和调度鲁棒性要求高是跨企业项目调度问题的重要特征,本文采用资源置信度度量资源的不确定性,建立了考虑资源置信度约束的跨企业项目鲁棒性优化调度模型,设计了路径重连求解算法.算法以路径重连机制搜索解空间,以嵌入 的启发式时间缓冲插入算法快速生成鲁棒性调度,并可通过局部增强搜索算法进一步优化调度的鲁棒性.本文应用项目调度标准问题 库PSPLIB中大量问题实例进行了仿真实验,同两个当前具有代表性的鲁棒性项目调度算法进行了比较,实验结果表明了文中算法的有 效性与优势.
  • [1] Brucker P, Drexl A, Möhring A, Neumann K, Pesch E. Resource-constrained project scheduling: notation, classification, models, and methods. European Journal of Operational Research, 1999, 112(1): 3-41
    [2] Al-Fawzan M A, Haouari M. A bi-objective model for robust resource-constrained project scheduling. International Journal of Production Economics, 2005, 96(2): 175-187
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    [4] Kobylański P, Kuchta D. A note on the paper by M. A. Al-Fawzan and M. Haouari about a bi-objective problem for robust resource-constrained project scheduling. International Journal of Production Economics, 2007, 107(2): 496-501
    [5] Lambrechts O, Demeulemeester E, Herroelen W. A tabu search procedure for developing robust predictive project schedules. International Journal of Production Economics, 2008, 111(2): 493-508
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    [10] Liu Shi-Xin, Song Jian-Hai, Tang Jia-Fu. Approach for setting time buffers in resources-constrained project scheduling. Journal of Systems Engineering, 2006, 21(4): 381-386(刘士新, 宋健海, 唐加福. 资源受限项目调度中缓冲区的设定方法. 系统工程学报, 2006, 21(4): 381-386)
    [11] Liu Shi-Xin, Song Jian-Hai, Tang Jia-Fu. Critical chain based approach for resource-constrained project scheduling. Acta Automatica Sinica, 2006, 32(1): 60-66(刘士新, 宋健海, 唐加福. 基于关键链的资源受限项目调度新方法. 自动化学报, 2006, 32(1): 60-66)
    [12] Vonder S, Demeulemeester E, Herroelen W. Proactive heuristic procedures for robust project scheduling: an experimental analysis. European Journal of Operational Research, 2008, 189(3): 723-733
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    [14] Leus R, Herroelen W. The complexity of machine scheduling for stability with a single disrupted Job. Operations Research Letters, 2005, 33(2): 151-156
    [15] Wang Xiao-Qing, Tang Jia-Fu, Han Yi. Advances in SCAtter search. Journal of System Simulation, 2009, 21(11): 3155-3160(王晓晴, 唐加福, 韩毅. 分散搜索算法研究进展. 系统仿真学报, 21(11): 3155-3160)
    [16] Kolisch R, Sprecher A. PSPLIB ——a project scheduling problem library: OR software ——ORSEP operations research software exchange program. European Journal of Operational Research, 1997, 96(1): 205-216
    [17] Herroelen W, Leus R. Robust and reactive project scheduling: a review and classification of procedures. International Journal of Production Research, 2004, 42(8): 1599-1620
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出版历程
  • 收稿日期:  2012-01-05
  • 修回日期:  2012-09-05
  • 刊出日期:  2013-12-20

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