Application on particle swarm optimization algorithms

被引：0

作者：

Wang, YQ ^{[1
]}

Xu, L ^{[1
]}

Wang, JH ^{[1
]}

Gu, SS ^{[1
]}

Yu, XL ^{[1
]}

机构：

[1] Northeastern Univ, Fac Informat Sci & Engn, Shenyang 110004, Peoples R China

来源：

PROGRESS IN INTELLIGENCE COMPUTATION & APPLICATIONS | 2005年

关键词：

swarm intelligence; particle swarm optimization; global optimization; local optimization;

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：

In the review the most recently research results on particle swarm optimization algorithm and its application for combinatorial optimization are overviewed. First we review the original and basic forms of PSO, introducing several enhanced algorithms, followed by summarizing its relevance application in constriction optimization, such as function optimization, neural network training, and fuzzy system control and so on. Several important problems to be solved and future trends in the research of PSO are also discussed.

引用

页码：178 / 183

页数：6

共 50 条

[21] Improved particle swarm optimization algorithms by Alopex and its application in soft sensor modeling
Li, Shao-Jun
Zhang, Xu-Jie
Wang, Hui
Qian, Feng
Huadong Ligong Daxue Xuebao /Journal of East China University of Science and Technology, 2006, 32 (09): : 1104 - 1108
[22] Circuit Design Based on Particle Swarm Optimization Algorithms
Yan Xuesong
Wu Qinghua
Hu Chengyu
Liang Qingzhong
ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3, 2011, 474-476 : 1093 - +
[23] Optimal Parameter Regions for Particle Swarm Optimization Algorithms
Harrison, Kyle Robert
Ombuki-Berman, Beatrice M.
Engelbrecht, Andries P.
2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 349 - 356
[24] Particle swarm optimization algorithms with novel learning strategies
Liang, JJ
Qin, AK
Suganthan, PN
Baskar, S
2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7, 2004, : 3659 - 3664
[25] Hierarchical heterogeneous particle swarm optimization: algorithms and evaluations
Ma, Xinpei
Sayama, Hiroki
INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, 2016, 31 (05) : 504 - 516
[26] Niching ability of basic particle swarm optimization algorithms
Engelbrecht, AP
Masiye, BS
Pampará, G
2005 IEEE SWARM INTELLIGENCE SYMPOSIUM, 2005, : 397 - 400
[27] Evaluation of selected fuzzy particle swarm optimization algorithms
Krzeszowski, Tomasz
Wiktorowicz, Krzysztof
PROCEEDINGS OF THE 2016 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2016, 8 : 571 - 575
[28] ON ENHANCING EFFICIENCY AND ACCURACY OF PARTICLE SWARM OPTIMIZATION ALGORITHMS
Chiaradonna, Silvano
Di Giandomenico, Felicita
Murru, Nadir
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2015, 11 (04): : 1165 - 1189
[29] Four-Points Particle Swarm Optimization Algorithms
Garcia-Gonza, E.
Fernandez-Martinez, J. L.
Cernea, Ana
JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2014, 22 (03) : 239 - 266
[30] Four-points particle swarm optimization algorithms
Fernández-Martínez, J.L. (jlfm@uniovi.es), 1600, Old City Publishing (22):

← 1 2 3 4 5 →