Comparison of certain evolutionary algorithms

被引:4
作者
Borisovskii, PA [1 ]
Eremeev, AV [1 ]
机构
[1] Russian Acad Sci, Siberian Branch, Omsk Affiliated Inst Math, Omsk, Russia
关键词
Mechanical Engineer; System Theory; Evolutionary Algorithm; Monotonicity Condition; Simple Evolutionary Algorithm;
D O I
10.1023/B:AURC.0000019365.10288.58
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A simple evolutionary algorithm is theoretically compared with other methods of this class for a situation in which the operator of transition to new solutions satisfies the so-called monotonicity condition. This algorithm under the monotonicity condition is optimal in the class of evolutionary algorithms.
引用
收藏
页码:357 / 362
页数:6
相关论文
共 18 条
[1]  
ALDOUS D, 1994, AN S FDN CO, P492, DOI 10.1109/SFCS.1994.365742
[2]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[3]  
[Anonymous], ORIGIN SPECIES
[5]  
Beyer H.-G., 2001, NAT COMP SER
[6]  
Borisovsky PA, 2003, LECT NOTES COMPUT SC, V2611, P154
[7]  
BORISOVSKY PA, 2003, FDN GENETIC ALGORITH, V7
[8]  
Eremeev AV, 2000, LECT NOTES COMPUT SC, V1829, P84
[9]  
ERMEEV AV, 2000, DISKRET ANALIZ ISSL, V7, P47
[10]   OPTIMIZATION BY SIMULATED ANNEALING - AN EXPERIMENTAL EVALUATION .1. GRAPH PARTITIONING [J].
JOHNSON, DS ;
ARAGON, CR ;
MCGEOCH, LA ;
SCHEVON, C .
OPERATIONS RESEARCH, 1989, 37 (06) :865-892