Research on the Population Migration Trend Algorithm based on Artificial Fish Swarm Algorithm

被引：0

作者：

Bi, Xi-Wen ^{[1
]}

Xu, Meng ^{[1
]}

机构：

[1] Beihua Univ, Coll Informat Technol & Media, Jilin 132013, Peoples R China

来源：

PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ENGINEERING AND ADVANCED TECHNOLOGY | 2016年 / 82卷

关键词：

Population Migration Trend Algorithm; Artificial Fish Swarm Algorithm; Convergence;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Population migration trend is a new kind of evolutionary algorithm proposed recently, which simulates the principle of Population Migration. In this paper, the new search of mechanism is proposed to predict the population migration trend for the visual effect to the convergence of the ASFA(Artificial Fish Swarm Algorithm). the analysis of experiments is obvious that when searching area contracts, the convergence is improved greatly. The numerical experiments show that the mean iteration generation and the least successfully iteration generation of he randomness of population's movement in PMA is less than that of ASFA. And the convergence algorithm shows better local search ability and convergence stability.

引用

页码：65 / 69

页数：5

共 50 条

[31] Weapon Target Assignment Based on Improved Artificial Fish Swarm Algorithm [J].

Ye, Fang ;

Shao, Shijia ;

Tian, Yuan .

2018 USNC-URSI RADIO SCIENCE MEETING (JOINT WITH AP-S SYMPOSIUM), 2018, :15-16

[32] Research on coverage holes repair in wireless sensor networks based on an improved artificial fish swarm algorithm [J].

Dongliang, Li .

INTERNATIONAL JOURNAL OF AUTONOMOUS AND ADAPTIVE COMMUNICATIONS SYSTEMS, 2022, 15 (04) :312-330

[33] Application of an Artificial Fish Swarm Algorithm in Symbolic Regression [J].

Liu, Qing ;

Odaka, Tomohiro ;

Kuroiwa, Jousuke ;

Ogura, Hisakazu .

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, E96D (04) :872-885

[34] An Artificial Fish Swarm Algorithm for Steiner Tree Problem [J].

Ma, Xuan ;

Liu, Qing .

2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, :59-+

[35] The Artificial Fish Swarm Algorithm Optimized by RNA Computing [J].

Mingyue Liyi Zhang ;

Teng Fu ;

Jingyi Fei .

Automatic Control and Computer Sciences, 2021, 55 :346-357

[36] Development and Analysis of a Modified Artificial Fish Swarm Algorithm [J].

Baba, Yachilla ;

Ugweje, Okechukwu C. ;

Koyunlu, Gokhan .

2017 13TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTER AND COMPUTATION (ICECCO), 2017,

[37] An Artificial Fish Swarm Algorithm for the Multicast Routing Problem [J].

Liu, Qing ;

Odaka, Tomohiro ;

Kuroiwa, Jousuke ;

Shirai, Haruhiko ;

Ogura, Hisakazu .

IEICE TRANSACTIONS ON COMMUNICATIONS, 2014, E97B (05) :996-1011

[38] Cultured Artificial Fish Swarm Algorithm: An Experimental Evaluation [J].

Imam, Maryam Lami ;

Adebiyi, Busayo H. ;

Bello-Salau, Habeeb ;

Olarinoye, Gbenga A. ;

Momoh, Muyideen O. .

2019 2ND INTERNATIONAL CONFERENCE OF THE IEEE NIGERIA COMPUTER CHAPTER (NIGERIACOMPUTCONF), 2019, :198-+

[39] The Artificial Fish Swarm Algorithm Optimized by RNA Computing [J].

Zhang, Liyi ;

Fu, Mingyue ;

Fei, Teng ;

Liang, Jingyi .

AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2021, 55 (04) :346-357

[40] An Improved Artificial Fish Swarm Algorithm and Its Application [J].

Xin, Guan ;

Xin, Yin Yi .

MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 :4434-4438

← 1 2 3 4 5 →