Project Scheduling Based on Genetic Algorithm

被引:1
作者
Ma, Ji [1 ]
机构
[1] Anhui Univ Finance & Econ, Bengbu, Anhui, Peoples R China
来源
2009 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING ( GRC 2009) | 2009年
关键词
Genetic algorithm; evolutional computing; project scheduling;
D O I
10.1109/GRC.2009.5255082
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Genetic algorithms have been applied in various application domains and research fields related to biology, chemistry, especially computer science and engineering. In this paper, we will discuss the applications of generic algorithms in project scheduling. The problem is described, the algorithm is outlined, and the strengths and weaknesses are compared. Finally, the future trends in this direction are predicted.
引用
收藏
页码:434 / 439
页数:6
相关论文
共 14 条
  • [1] [Anonymous], GENETIC PROGRAMMING
  • [2] [Anonymous], 1966, Artificial_Intelligence_Through_Simulated Evolution
  • [3] Bremermann H., 1962, Self-Organizing Systems, P93
  • [4] Demeulemeester E.L., 2002, PROJECT SCHEDULING
  • [5] Eiben A.E., 2008, Introduction to Evolutionary Computing
  • [6] Project scheduling with multiple modes: A genetic algorithm
    Hartmann, S
    [J]. ANNALS OF OPERATIONS RESEARCH, 2001, 102 (1-4) : 111 - 135
  • [7] Holland J.H., 1975, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence, DOI 10.7551/mitpress/1090.001.0001
  • [8] KOZA JR, 1994, STAT COMPUT, V4, P87, DOI 10.1007/BF00175355
  • [9] Magalhaes-Mendes J, 2008, MATH COMPUT SCI ENG, P39
  • [10] 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