A new adaptive penalty scheme for genetic algorithms

被引：85

作者：

Barbosa, HJC

Lemonge, ACC

机构：

[1] MCT, LNCC, BR-25651070 Petropolis, RJ, Brazil

[2] Univ Fed Juiz Fora, Fac Engn, Dept Estruturas, BR-36036330 Juiz De Fora, MG, Brazil

来源：

INFORMATION SCIENCES | 2003年 / 156卷 / 3-4期

关键词：

D O I：

10.1016/S0020-0255(03)00177-4

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 parameter-less adaptive penalty scheme for genetic algorithms applied to constrained optimization problems is proposed. The performance of this new scheme is examined using test problems from the evolutionary computation literature as well as structural engineering constrained optimization problems. (C) 2003 Elsevier Inc. All rights reserved.

引用

页码：215 / 251

页数：37

共 36 条

[21]

Liepins Gunar E, 1991, Handbook of Genetic Algorithms, P237

[22] Evolutionary algorithms for constrained engineering problems [J].

Michalewicz, Z ;

Dasgupta, D ;

Leriche, RG ;

Schoenauer, M .

COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 30 (04) :851-870

[23]

MICHALEWICZ Z, 1995, FROM ANIM ANIMAT, P135

[24]

MICHALEWICZ Z, 1996, GENETIC ALGORITHMSPL

[25] Evolutionary Algorithms for Constrained Parameter Optimization Problems [J].

Michalewicz, Zbigniew ;

Schoenauer, Marc .

EVOLUTIONARY COMPUTATION, 1996, 4 (01) :1-32

[26]

Orvosh D., 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence (Cat. No.94TH0650-2), P548, DOI 10.1109/ICEC.1994.350001

[27] Structural optimization with approximate sensitivities [J].

Patnaik, SN ;

Hopkins, DA ;

Coroneos, R .

COMPUTERS & STRUCTURES, 1996, 58 (02) :407-418

[28]

POWELL D, 1993, PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON GENETIC ALGORITHMS, P424

[29] STRUCTURAL OPTIMIZATION BASED ON SECOND-ORDER APPROXIMATIONS OF FUNCTIONS AND DUAL THEORY [J].

RENWEI, X ;

PENG, L .

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 1987, 65 (02) :101-114

[30] Stochastic ranking for constrained evolutionary optimization [J].

Runarsson, TP ;

Yao, X .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2000, 4 (03) :284-294

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