Solving optimization of system reliability by ant colony algorithm

被引:0
作者
Gao, Shang [1 ]
Sun, Lingfang [1 ]
Jiang, Xinzi [1 ]
Tang, Kezong [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Sch Elect & Informat, Zhenjiang 212003, Peoples R China
来源
DCABES 2006 PROCEEDINGS, VOLS 1 AND 2 | 2006年
关键词
ant colony algorithm; reliability; optimization; heuristic method;
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 redundancy optimization model is given in this paper. Many optimization methods to solve optimum model and their advantages and shortages are analyzed. An ant colony algorithm is put forward comparing with heuristic method, and its effectiveness is illustrated through result.
引用
收藏
页码:450 / 452
页数:3
相关论文
共 13 条
[1]  
DAVID W, 1996, IEEE T RELIAB, V45, P254
[2]  
DAVID W, 1996, COMPUT IND ENG, V30, P95
[3]   Treatment of a symptomatic hepatic cyst by tetracycline hydrochloride instillation sclerosis [J].
Davies, CW ;
McIntyre, AS .
EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY, 1996, 8 (02) :173-175
[4]   Ant colonies for the travelling salesman problem [J].
Dorigo, M ;
Gambardella, LM .
BIOSYSTEMS, 1997, 43 (02) :73-81
[5]  
Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
[6]   Ant system: Optimization by a colony of cooperating agents [J].
Dorigo, M ;
Maniezzo, V ;
Colorni, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01) :29-41
[7]  
Dorigo M, 1991, Technical Report 91-016
[8]   SYSTEM RELIABILITY ALLOCATION AND A COMPUTATIONAL ALGORITHM [J].
FYFFE, DE ;
HINES, WW ;
LEE, NK .
IEEE TRANSACTIONS ON RELIABILITY, 1968, R 17 (02) :64-&
[9]   AN EFFICIENT ALGORITHM TO SOLVE INTEGER-PROGRAMMING PROBLEMS ARISING IN SYSTEM-RELIABILITY DESIGN [J].
MISRA, KB ;
SHARMA, U .
IEEE TRANSACTIONS ON RELIABILITY, 1991, 40 (01) :81-91
[10]   SURROGATE CONSTRAINTS ALGORITHM FOR RELIABILITY OPTIMIZATION PROBLEMS WITH 2 CONSTRAINTS [J].
NAKAGAWA, Y ;
MIYAZAKI, S .
IEEE TRANSACTIONS ON RELIABILITY, 1981, 30 (02) :175-180