Adaptive immune algorithm for solving job-shop scheduling problem

被引：0
|
作者：
Xu, XL [1 ]
Wang, WL [1 ]
Guan, Q [1 ]
机构：
[1] Zhejiang Univ Technol, Informat Engn Inst, Hangzhou 310014, Peoples R China
来源：
ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS | 2005年 / 3611卷
关键词：
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：
Based on the information processing mechanism of immune system in biotic science, the process of the vaccination was analyzed. Then a new approach of immune algorithm problems for job-shop scheduling was proposed. This method can make self-adjustment of the immune responses along with the cultivation period of antibodies, and accelerate or suppress the generation of antibodies. Furthermore, it can gradually enhance recovery ability of the system, and find the optimal solution with more efficiency. Simulation results show that it is an effective approach.
引用
收藏
页码：795 / 799
页数：5
相关论文
共 50 条
  • [41] An adaptive multi-population genetic algorithm for job-shop scheduling problem
    Lei Wang
    Jing-Cao Cai
    Ming Li
    Advances in Manufacturing, 2016, 4 : 142 - 149
  • [42] An adaptive multi-population genetic algorithm for job-shop scheduling problem
    Wang, Lei
    Cai, Jing-Cao
    Li, Ming
    ADVANCES IN MANUFACTURING, 2016, 4 (02) : 142 - 149
  • [43] ON THE JOB-SHOP SCHEDULING PROBLEM
    MANNE, AS
    OPERATIONS RESEARCH, 1960, 8 (02) : 219 - 223
  • [44] An improved genetic algorithm for Job-shop scheduling problem
    Lou Xiao-fang
    Zou Feng-xing
    Gao Zheng
    Zeng Ling-li
    Ou Wei
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 2595 - +
  • [45] A Genetic Algorithm for the Flexible Job-Shop Scheduling Problem
    Wang, Jin Feng
    Du, Bi Qiang
    Ding, Hai Min
    ADVANCED RESEARCH ON COMPUTER SCIENCE AND INFORMATION ENGINEERING, PT I, 2011, 152 : 332 - 339
  • [46] Genetic algorithm for the flexible job-shop scheduling problem
    Kacem, I
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 3464 - 3469
  • [47] A Hybrid Algorithm for Flexible Job-shop Scheduling Problem
    Tang, Jianchao
    Zhang, Guoji
    Lin, Binbin
    Zhang, Bixi
    CEIS 2011, 2011, 15
  • [48] Improved genetic algorithm for the job-shop scheduling problem
    Tung-Kuan Liu
    Jinn-Tsong Tsai
    Jyh-Horng Chou
    The International Journal of Advanced Manufacturing Technology, 2006, 27 : 1021 - 1029
  • [49] A genetic algorithm for the Flexible Job-shop Scheduling Problem
    Pezzella, F.
    Morganti, G.
    Ciaschetti, G.
    COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (10) : 3202 - 3212
  • [50] A Hybrid Optimization Algorithm for the Job-shop Scheduling Problem
    Zhou, Qiang
    Cui, Xunxue
    Wang, Zhengshan
    Yang, Bin
    WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 757 - 763
12345