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

[1] Swarm Reinforcement Learning Algorithms Based on Particle Swarm Optimization
Iima, Hitoshi
Kuroe, Yasuaki
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 1109 - 1114
[2] Adaptive particle swarm optimization algorithms
Ai, The Jin
Kachitvichyanukul, Voratas
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT LOGISTICS SYSTEMS, 2008, : 460 - 469
[3] Research on Improved Particle Swarm Algorithms and Its Application in Function Optimization
Tang Chao-li
Huang You-rui
Qu Li-guo
Ling Liu-yi
2011 INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND MULTIMEDIA COMMUNICATION, 2011, : 341 - 344
[4] A modified particle swarm optimization algorithm and application
Zheng, Sheng-Fu
Hu, Shan-Li
Su, She-Xiong
Lin, Chao-Feng
Lai, Xian-Wei
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 945 - 951
[5] A Survey on Parallel Particle Swarm Optimization Algorithms
Soniya Lalwani
Harish Sharma
Suresh Chandra Satapathy
Kusum Deep
Jagdish Chand Bansal
Arabian Journal for Science and Engineering, 2019, 44 : 2899 - 2923
[6] Particle Swarm Optimization - A Survey
Kameyama, Keisuke
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2009, E92D (07) : 1354 - 1361
[7] Improved particle swarm algorithms for global optimization
Ali, M. M.
Kaelo, P.
APPLIED MATHEMATICS AND COMPUTATION, 2008, 196 (02) : 578 - 593
[8] Swarm Intelligence Optimization Algorithms and Their Application
Yu, Ting
Wang, Limin
Han, Xuming
Liu, Ying
Zhang, Li
FOURTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2015, : 201 - 206
[9] A Survey on Parallel Particle Swarm Optimization Algorithms
Lalwani, Soniya
Sharma, Harish
Satapathy, Suresh Chandra
Deep, Kusum
Bansal, Jagdish Chand
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (04) : 2899 - 2923
[10] Cyber Swarm Algorithms - Improving particle swarm optimization using adaptive memory strategies
Yin, Peng-Yeng
Glover, Fred
Laguna, Manuel
Zhu, Jia-Xian
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 201 (02) : 377 - 389

← 1 2 3 4 5 →