A Novel Particle Swarm Optimization Based on Population Category

被引：0

作者：

Wang, Jingying ^{[1
]}

Qu, Jianhua ^{[1
]}

机构：

[1] Shandong Normal Univ, Sch Management Sci & Engn, Jinan, Shandong, Peoples R China

来源：

2ND INTERNATIONAL CONFERENCE ON MATERIALS SCIENCE, RESOURCE AND ENVIRONMENTAL ENGINEERING (MSREE 2017) | 2017年 / 1890卷

关键词：

SCHEDULING PROBLEM;

D O I：

10.1063/1.5005252

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This paper raised a novel particle swarm optimization algorithm based on population category. Traditional particle swarm optimization algorithm is easily to trap in local optimum. In order to avoid standard algorithm appearing premature convergence, this novel algorithm use population category strategy to find new directions for particles. At last, computational results show that the new method is effective and has a high-performance.

引用

页数：4

共 50 条

[1] A novel multi population based particle swarm optimization for feature selection
Kilic, Fatih
Kaya, Yasin
Yildirim, Serdar
KNOWLEDGE-BASED SYSTEMS, 2021, 219
[2] Modified particle swarm optimization with novel population initialization
Khajeh, Atieh
Ghasemi, Mohammad Reza
Arab, Hamed Ghohani
JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2019, 40 (06): : 1167 - 1179
[3] A novel particle swarm optimization algorithm based on particle migration
Ma Gang
Zhou Wei
Chang Xiaolin
APPLIED MATHEMATICS AND COMPUTATION, 2012, 218 (11) : 6620 - 6626
[4] Particle swarm optimization algorithm based on population density
Dept. of Computer Science and Technology, Guangzhou University, Guangzhou 510405, China
不详
Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 2006, 6 (922-924+932):
[5] Dynamic population size based particle swarm optimization
Sun, Shiyu
Ye, GangQiang
Liang, Yan
Liu, Yong
Pan, Quan
ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2007, 4683 : 382 - +
[6] A novel fuzzy clustering based on particle swarm optimization
Li, Lili
Liu, Xiyu
Xu, Mingming
PROCEEDINGS OF THE 2007 1ST INTERNATIONAL SYMPOSIUM ON INFORMATION TECHNOLOGIES AND APPLICATIONS IN EDUCATION (ISITAE 2007), 2007, : 88 - +
[7] A NOVEL FRAGILE WATERMARKING BASED ON PARTICLE SWARM OPTIMIZATION
Aslantas, Veysel
Ozer, Saban
Ozturk, Serkan
2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4, 2008, : 269 - +
[8] Particle Swarm Optimization Based on a Novel Evaluation of Diversity
Zhou, Haohao
Wei, Xiangzhi
ALGORITHMS, 2021, 14 (02)
[9] A novel hybrid differential particle swarm optimization based on particle influence
Wang, Yufeng
Zhang, Yong
Shuang, Zhuo
Chen, Ke
Xu, Chunyu
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2025, 28 (01):
[10] Population size in Particle Swarm Optimization
Piotrowski, Adam P.
Napiorkowski, Jaroslaw J.
Piotrowska, Agnieszka E.
SWARM AND EVOLUTIONARY COMPUTATION, 2020, 58 (58)

← 1 2 3 4 5 →