Application of Genetic algorithms to reliability optimization of series-parallel system

被引：0
|
作者：
Zhang, T [1 ]
Wang, W [1 ]
Han, Z [1 ]
机构：
[1] Harbin Univ Sci & Technol, Harbin 150080, Peoples R China
来源：
PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II | 2001年
关键词：
Genetic algorithms (GAs); optimization of system reliability; series-parallel system;
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：
A reliability optimization problem of multilevel series-parallel system is studied, with the constraints of cost, volume and weight. Genetic algorithms solve this reliability optimization problem. It is applied to Genetic algorithms; rank-based model and elitist model are adopted, which improve the convergence performance of Genetic algorithms. Computer simulation results show its validity.
引用
收藏
页码：496 / 499
页数：4
相关论文
共 50 条
  • [1] RELIABILITY OPTIMIZATION OF A SERIES-PARALLEL SYSTEM
    MISRA, KB
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1972, R 21 (04) : 230 - &
  • [2] Reliability optimization of series-parallel systems using a genetic algorithm
    Coit, DW
    Smith, AE
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1996, 45 (02) : 254 - &
  • [3] RELIABILITY OPTIMIZATION OF A SERIES-PARALLEL SYSTEM WITH FUZZY RANDOM LIFETIMES
    Wang, Shuming
    Watada, Junzo
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (06): : 1547 - 1558
  • [4] Reliability and cost optimization of series-parallel system with metaheuristic algorithm
    Choudhary, Shivani
    Ram, Mangey
    Goyal, Nupur
    Saini, Seema
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2024, 15 (04) : 1456 - 1466
  • [5] Knowledge Evolution Algorithm for Series-parallel System Reliability Optimization
    Luo, Chang-jian
    Ma, Hui-min
    [J]. PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 93 - 96
  • [6] Reliability equivalence of a series-parallel system
    Sarhan, AM
    Al-Ruzaiza, AS
    Alwasel, IA
    El-Gohary, AI
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2004, 154 (01) : 257 - 277
  • [7] Reliability optimization of a non-repairable compound series-parallel system
    Wang, Chung-Ho
    Hsu, Yi
    [J]. TWELFTH ISSAT INTERNATIONAL CONFERENCE RELIABILITY AND QUALITY IN DESIGN, PROCEEDINGS, 2006, : 87 - +
  • [8] RELIABILITY OPTIMIZATION OF A NON-REPAIRABLE COMPOUND SERIES-PARALLEL SYSTEM
    Wang, Chung-Ho
    Hsu, Yi
    [J]. JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2008, 25 (02) : 116 - 126
  • [9] Reliability allocation problem in a series-parallel system
    Yalaoui, A
    Chu, CB
    Châtelet, E
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2005, 90 (01) : 55 - 61
  • [10] EFFICIENT ALGORITHMS FOR OPTIMIZATION AND SELECTION ON SERIES-PARALLEL GRAPHS
    HASSIN, R
    TAMIR, A
    [J]. SIAM JOURNAL ON ALGEBRAIC AND DISCRETE METHODS, 1986, 7 (03): : 379 - 389
12345