An Interval Particle Swarm Optimization Algorithm for Numerical Function Optimization

被引：0

作者：

Lin, Xiaoyu ^{[1
]}

Zhong, Yiwen ^{[1
]}

Chen, Riqing ^{[1
]}

机构：

[1] Fujian Agr & Forestry Univ, Coll Comp & Informat Sci, Fuzhou, Fujian, Peoples R China

来源：

2017 IEEE 16TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC) | 2017年

关键词：

Particle Swarm Optimization; Interval Numbers; Function Optimization Problems;

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：

An Interval numbers based particle swarm optimization algorithm (IPSO) is presented in the paper. In this work, interval numbers is used to alter real number for numerical function optimization problems. The results produced by IPSO and PSO have been compared. The results showed that IPSO outperforms PSO.

引用

页码：233 / 236

页数：4

共 17 条

[1]

Hu CW, 2014, P INT CONF NAT COMPU, P1082, DOI 10.1109/ICNC.2014.6975991

[2] Uncertain constrained optimization by interval-oriented algorithm [J].

Karmakar, Samiran ;

Bhunia, Asoke Kumar .

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2014, 65 (01) :73-87

[3]

Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968

[4]

Nakahara Y., INT J COMPUTER IND E, V23, P301

[5]

Okada H., 2013, INT J COMPUT INF SCI, V7, P644

[6]

Okada H, 2013, 2013 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), P885, DOI 10.1109/SII.2013.6776606

[7]

TONG SC, 1994, FUZZY SET SYST, V66, P301, DOI 10.1016/0165-0114(94)90097-3

[8] Assembled Wallboards Standardization Study in Steel Frame Structure [J].

Wang, Yabo ;

Xi, Chuanhao ;

Liu, Hanting ;

Qian, Lei ;

Dou, Gaofeng .

Progress in Industrial and Civil Engineering III, Pt 1, 2014, 638-640 :19-23

[9]

Wang YX, 2014, 2014 IEEE 13TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI-CC), P21, DOI 10.1109/ICCI-CC.2014.6921436

[10] Towards a Formal Framework of Cognitive Linguistics [J].

Wang, Yingxu ;

Berwick, Robert C. .

JOURNAL OF ADVANCED MATHEMATICS AND APPLICATIONS, 2012, 1 (02) :250-263

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