Scheduling Interrelated Activities Using Insertion-Based Heuristics

被引:12
作者
Lin, Jun [1 ]
Huang, Weihao [1 ]
Qian, Yanjun [2 ]
Zhao, Xi [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Management, Xian 710049, Shaanxi, Peoples R China
[2] Northwestern Polytech Univ, Sch Management, Xian 710072, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Design structure matrix (DSM); heuristics; interrelated activities; product development; DESIGN STRUCTURE MATRIX; GLOBAL PRODUCT DEVELOPMENT; SEQUENTIAL ITERATION; OPTIMIZATION; MODEL; FRAMEWORK; SYSTEM; COST; RISK; TIME;
D O I
10.1109/TEM.2017.2755047
中图分类号
F [经济];
学科分类号
02 ;
摘要
The issue of scheduling interrelated activities is important and of particular concern to design managers. One tool that helps us to solve this issue is the design structure matrix (DSM) which can explicitly represent the information dependencies among interrelated activities. Based on the DSM method, this study presents effective approaches for sequencing interrelated activities with the goal of minimizing total feedback length, which is a good approximation for reducing project completion time. First, we prove two new properties of the problem, and develop an insertion-based heuristic. Second, the proposed heuristic is further improved by combing it with simulated annealing and genetic algorithm. Computer experiments show that our approaches outperform existing heuristics, in that with similar settings, our approaches often produces better solutions.
引用
收藏
页码:113 / 127
页数:15
相关论文
共 47 条
  • [11] Eppinger SD, 2012, ENG SYST, P1
  • [12] An Integrated Framework for Risk Response Planning Under Resource Constraints in Large Engineering Projects
    Fang, Chao
    Marle, Franck
    Xie, Min
    Zio, Enrico
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2013, 60 (03) : 627 - 639
  • [13] Gebala D.A., 1991, BT - 3rd International Conference on Design Theory and Methodology presented at the 1991 ASME Design Technical Conferences, September 22, 1991 - September 25, 1991, V31, P227, DOI [https://doi.org/10.1115/DETC1991-0052, DOI 10.1115/DETC1991-0052]
  • [14] Glover F., 1989, ORSA Journal on Computing, V1, P190, DOI [10.1287/ijoc.2.1.4, 10.1287/ijoc.1.3.190]
  • [15] Holland J. H., 1975, Adaptation in Natural and Artificial Systems
  • [16] OPTIMIZATION BY SIMULATED ANNEALING - AN EXPERIMENTAL EVALUATION .1. GRAPH PARTITIONING
    JOHNSON, DS
    ARAGON, CR
    MCGEOCH, LA
    SCHEVON, C
    [J]. OPERATIONS RESEARCH, 1989, 37 (06) : 865 - 892
  • [17] A modeling framework for product development process considering its characteristics
    Jun, Hong-Bae
    Suh, Hyo-Won
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2008, 55 (01) : 103 - 119
  • [18] From DSM-Based Planning to Design Process Simulation: A Review of Process Scheme Logic Verification Issues
    Karniel, Arie
    Reich, Yoram
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2009, 56 (04) : 636 - 649
  • [19] OPTIMIZATION BY SIMULATED ANNEALING
    KIRKPATRICK, S
    GELATT, CD
    VECCHI, MP
    [J]. SCIENCE, 1983, 220 (4598) : 671 - 680
  • [20] Product development decisions: A review of the literature
    Krishnan, V
    Ulrich, KT
    [J]. MANAGEMENT SCIENCE, 2001, 47 (01) : 1 - 21