An Improved Differential Evolution with Local Search for Constrained Layout Optimization of Satellite Module

被引：0

作者：

Chen, Wang ^{[1
]}

Shi, Yan-jun ^{[1
]}

Teng, Hong-fei ^{[1
]}

机构：

[1] Dalian Univ Technol, Sch Mech Engn, Dalian 116024, Peoples R China

来源：

ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE | 2008年 / 5227卷

关键词：

Differential evolution; combinatorial optimization; genetic algorithm; layout design; satellite module;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes an improved differential evolution algorithm (called by DEG hereinafter) to tackle a kind of combinatorial optimization problem, i.e., constrained component layout optimization of satellite module. DEG combined local search with standard DE by employing the Gauss mutation operator from genetic algorithm, aiming to make random micro-perturbations to the location of components for obtaining a better layout scheme. The experimental results showed that the proposed DEG outperformed the standard DE and Genetic algorithm on layout design of simplified satellite module.

引用

页码：742 / 749

页数：8

共 50 条

[1] An improved (μ+λ)-constrained differential evolution for constrained optimization
Jia, Guanbo
Wang, Yong
Cai, Zixing
Jin, Yaochu
[J]. INFORMATION SCIENCES, 2013, 222 : 302 - 322
[2] Integrated Strategies Differential Evolution Algorithm with a Local Search for Constrained Optimization
Elsayed, Saber M.
Sarker, Ruhul A.
Essam, Daryl L.
[J]. 2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2011, : 2618 - 2625
[3] ε Constrained Differential Evolution Algorithm with a Novel Local Search Operator for Constrained Optimization Problems
Yi, Wenchao
Li, Xinyu
Gao, Liang
Zhou, Yinzhi
[J]. PROCEEDINGS OF THE 18TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, VOL 1, 2015, : 495 - 507
[4] Improved differential evolution with local search
[J]. Li, H. (yudianhl@163.com), 1600, Advanced Institute of Convergence Information Technology (07):
[5] Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization
Zamuda, Ales
Brest, Janez
Boskovic, Borko
Zumer, Viljem
[J]. 2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5, 2009, : 195 - 202
[6] Performance Comparison of Local Search Operators in Differential Evolution for Constrained Numerical Optimization Problems
Dominguez-Isidro, Saul
Mezura-Montes, Efren
Leguizamon, Guillermo
[J]. 2014 IEEE SYMPOSIUM ON DIFFERENTIAL EVOLUTION (SDE), 2014, : 17 - 24
[7] Scatter search for constrained layout optimization
Wang, Yi-shou
Shi, Yan-jun
Teng, Hong-fei
[J]. ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2007, : 100 - +
[8] Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search
Liu, Jing-fa
Hao, Liang
Li, Gang
Xue, Yu
Liu, Zhao-xia
Huang, Juan
[J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2016, 17 (06) : 527 - 542
[9] Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search
Jing-fa Liu
Liang Hao
Gang Li
Yu Xue
Zhao-xia Liu
Juan Huang
[J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17 : 527 - 542
[10] Multi-objective layout optimization of a satellite module using the Wang-Landau sampling method with local search
Jing-fa LIU
Liang HAO
Gang LI
Yu XUE
Zhao-xia LIU
Juan HUANG
[J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17 (06) : 527 - 542

← 1 2 3 4 5 →