Biogeography-Based Optimization Combined with Evolutionary Strategy and Immigration Refusal

被引：73

作者：

Du, Dawei ^{[1
]}

Simon, Dan ^{[1
]}

Ergezer, Mehmet ^{[1
]}

机构：

[1] Cleveland State Univ, Dept Elect & Comp Engn, Cleveland, OH 44115 USA

来源：

2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9 | 2009年

关键词：

Biogeography-based optimization; heuristic algorithm; evolutionary strategy; immigration refusal;

D O I：

10.1109/ICSMC.2009.5346055

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Biogeography-based optimization (BBO) is a recently developed heuristic algorithm which has shown impressive performance on many well known benchmarks. In order to improve BBO, this paper incorporates distinctive features from other successful heuristic algorithms into BBO. In this paper, features from evolutionary strategy (ES) are used for BBO modification. Also, a new immigration refusal approach is added to BBO. After the modification of BBO, F-tests and T-tests are used to demonstrate the differences between different implementations of BBOs.

引用

页码：997 / 1002

页数：6

共 50 条

[21] Biogeography-based optimization based on population competition strategy for solving the substation location problem
Li, Ling-Ling
Yang, Yan-Fang
Wang, Ching-Hsin
Lin, Kuo-Ping
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 97 : 290 - 302
[22] Complex System Optimization Using Biogeography-Based Optimization
Du, Dawei
Simon, Dan
MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
[23] Multi-strategy ensemble biogeography-based optimization for economic dispatch problems
Xiong, Guojiang
Shi, Dongyuan
Duan, Xianzhong
APPLIED ENERGY, 2013, 111 : 801 - 811
[24] Accelerated biogeography-based optimization with neighborhood search for optimization
Lohokare, M. R.
Pattnaik, S. S.
Panigrahi, B. K.
Das, Sanjoy
APPLIED SOFT COMPUTING, 2013, 13 (05) : 2318 - 2342
[25] Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance
Tu, Jiaze
Chen, Huiling
Liu, Jiacong
Heidari, Ali Asghar
Zhang, Xiaoqin
Wang, Mingjing
Ruby, Rukhsana
Quoc-Viet Pham
KNOWLEDGE-BASED SYSTEMS, 2021, 212
[26] Constrained Optimization based on Epsilon Constrained Biogeography-Based Optimization
Bi, Xiaojun
Wang, Jue
2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2012, : 369 - 372
[27] Statistical Mechanics Approximation of Biogeography-Based Optimization
Ma, Haiping
Simon, Dan
Fei, Minrui
EVOLUTIONARY COMPUTATION, 2016, 24 (03) : 427 - 458
[28] Handling Multiple Objectives with Biogeography-based Optimization
Hai-Ping Ma Xie-Yong Ruan Zhang-Xin Pan Department of Physics and Electrical Engineering
International Journal of Automation and Computing, 2012, (01) : 30 - 36
[29] Separation of Fire Images with Biogeography-Based Optimization
Toptas, Buket
Hanbay, Davut
Yeroglu, Celaleddin
2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND DATA PROCESSING (IDAP), 2018,
[30] Hybrid Biogeography-Based Optimization for Integer Programming
Wang, Zhi-Cheng
Wu, Xiao-Bei
SCIENTIFIC WORLD JOURNAL, 2014,

← 1 2 3 4 5 →