Fuzzy Flexible Resource Constrained Project Scheduling Based on Genetic Algorithm

被引：0
|
作者：
查鸿 [1 ]
张连营 [1 ]
机构：
[1] School of Management and Economics, Tianjin University
来源：
Transactions of Tianjin University | 2014年 / 06期
基金：
中国国家自然科学基金;
关键词：
project scheduling; fuzziness; flexibility; genetic algorithm; training;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Both fuzzy temporal constraint and flexible resource constraint are considered in project scheduling. In order to obtain an optimal schedule, we propose a genetic algorithm integrated with concepts on fuzzy set theory as well as specialized coding and decoding mechanism. An example demonstrates that the proposed approach can assist the project managers to obtain the optimal schedule effectively and make the correct decision on skill training before a project begins.
引用
收藏
页码：469 / 474
页数：6
相关论文
共 50 条
  • [1] Fuzzy Flexible Resource Constrained Project Scheduling Based on Genetic Algorithm
    查鸿
    张连营
    [J]. Transactions of Tianjin University., 2014, 20 (06) - 474
  • [2] Fuzzy flexible resource constrained project scheduling based on genetic algorithm
    Zha H.
    Zhang L.
    [J]. Transactions of Tianjin University, 2014, 20 (6) : 469 - 474
  • [3] A genetic algorithm for solving fuzzy resource-constrained project scheduling
    Wang, H
    Lin, D
    Li, MQ
    [J]. ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS, 2005, 3612 : 171 - 180
  • [4] A Flexible Heuristic Algorithm for Resource-Constrained Project Scheduling
    Seda, Milos
    Matousek, Radomil
    Osmera, Pavel
    Pivonka, Petr
    Sandera, Cenek
    [J]. WCECS 2009: WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, VOLS I AND II, 2009, : 730 - +
  • [5] A random key based genetic algorithm for the resource constrained project scheduling problem
    Mendes, J. J. M.
    Goncalves, J. F.
    Resende, M. G. C.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (01) : 92 - 109
  • [6] Resource-Constrained Project Scheduling Problem with Flexible Work Profiles: A Genetic Algorithm Approach
    Ranjbar, M.
    Kianfar, F.
    [J]. SCIENTIA IRANICA TRANSACTION E-INDUSTRIAL ENGINEERING, 2010, 17 (01): : 25 - 35
  • [7] Genetic Algorithm for Solving the Resource Constrained Project Scheduling Problem
    Alaa, Touihri
    Saoussen, Krichen
    Adel, Guitouni
    [J]. INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2015, 6 (02) : 45 - 60
  • [8] A Genetic Hyperheuristic Algorithm for the Resource Constrained Project Scheduling Problem
    Anagnostopoulos, Konstantinos P.
    Koulinas, Georgios K.
    [J]. 2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [9] Genetic algorithm for the resource-constrained project scheduling problem
    E. N. Goncharov
    V. V. Leonov
    [J]. Automation and Remote Control, 2017, 78 : 1101 - 1114
  • [10] Resource Constrained Project Scheduling of Construction Engineering with Genetic Algorithm
    Wang, Lixing
    Ip, W. H.
    Lee, Carman K. M.
    [J]. 2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 1466 - 1470
12345