Modeling project time-cost trade-off in fuzzy random environment

被引:30
|
作者
Ke, Hua [1 ]
Ma, Junjie [2 ]
机构
[1] Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
[2] Tongji Univ, Sch Law, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
Project scheduling; Time-cost trade-off; Fuzzy random theory; Fuzzy random simulation; Genetic algorithm; SCHEDULING PROBLEM; SETS THEORY; ALGORITHM; GA;
D O I
10.1016/j.asoc.2014.01.040
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In real projects, the trade-off between the project cost and the project completion time, and the environmental uncertainty are aspects of considerable importance for managers. For complex environment with more than one type of uncertainty, this paper presents three types of time-cost trade-off models, in which the project environment is described via introducing the fuzzy random theory. The expected value and the chance measure of fuzzy random variable are introduced for modeling the problem under different decision-making criteria. After that, this paper is devoted to designing a searching method integrating the technique of fuzzy random simulations and genetic algorithm for searching the quasi-optimal schedules. Finally, some numerical examples are given to demonstrate the effectiveness of the designed method for solving the proposed models. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:80 / 85
页数:6
相关论文
共 50 条
  • [41] TIME-COST TRADE-OFF ANALYSIS IN SOME CONSTRAINED ASSIGNMENT PROBLEMS
    GEETHA, S
    VARTAK, MN
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1989, 40 (01) : 97 - 101
  • [42] CBO and CSS Algorithms for Resource Allocation and Time-Cost Trade-Off
    Kaveh, Ali
    Khanzadi, Mostafa
    Alipour, Majid
    Naraky, Mohammad Rajabi
    [J]. PERIODICA POLYTECHNICA-CIVIL ENGINEERING, 2015, 59 (03): : 361 - 371
  • [43] Time-Cost Trade-Off Optimization with a New Initial Population Approach
    Togan, Vedat
    Eirgas, Mohammad Azim
    [J]. TEKNIK DERGI, 2019, 30 (06): : 9561 - 9580
  • [44] A hybrid genetic algorithm for the discrete time-cost trade-off problem
    Sonmez, Rifat
    Bettemir, Onder Halis
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (13) : 11428 - 11434
  • [45] AN IMPROVED TIME-COST TRADE-OFF MODEL WITH OPTIMAL LABOR PRODUCTIVITY
    Lin, Chien-Liang
    Lai, Yu-Che
    [J]. JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2020, 26 (02) : 113 - 130
  • [46] Time-cost trade-off in PERT networks using a genetic algorithm
    Azaron, A
    Perkgoz, C
    Kato, K
    Katagiri, H
    Sakawa, M
    [J]. 2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, CONFERENCE PROCEEDINGS, 2004, : 57 - 60
  • [47] Multiobjective Optimization of Time-Cost Trade-Off Using Harmony Search
    Geem, Zong Woo
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2010, 136 (06): : 711 - 716
  • [48] Time-cost trade-off analysis of a priority based assignment problem
    Kaur, Prabhjot
    Dahiya, Kalpana
    Verma, Vanita
    [J]. OPSEARCH, 2021, 58 (02) : 448 - 482
  • [49] A genetic algorithm approach for the time-cost trade-off in PERT networks
    Azaron, A
    Perkgoz, C
    Sakawa, M
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2005, 168 (02) : 1317 - 1339
  • [50] A time-cost trade-off model by incorporating fuzzy earned value management: A statistical based approach
    Salari, Mostafa
    Bagherpour, Morteza
    Reihani, Mohammad Hossein
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (04) : 1909 - 1919