Biogeography-based Optimization Combined with Evolutionary Strategy and Immigration Refusal

Dawei Du; Daniel J. Simon; Mehmet Ergezer

doi:10.1109/ICSMC.2009.5346055

Biogeography-based Optimization Combined with Evolutionary Strategy and Immigration Refusal

Dawei Du
, Daniel J. Simon
, Mehmet Ergezer

Cleveland State University

Research output: Other contribution

Abstract

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.

Original language	American English
DOIs	https://doi.org/10.1109/ICSMC.2009.5346055
State	Published - Oct 11 2009

Keywords

Evolutionary computation
Optimisation
Statistical testing

Disciplines

Bioresource and Agricultural Engineering
Electrical and Computer Engineering

Access to Document

10.1109/ICSMC.2009.5346055License: CC BY

Cite this

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title = "Biogeography-based Optimization Combined with Evolutionary Strategy and Immigration Refusal",

abstract = " 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.",

keywords = "Evolutionary computation, Optimisation, Statistical testing",

author = "Dawei Du and Simon, \{Daniel J.\} and Mehmet Ergezer",

note = "Du, D. W., Simon, D., Ergezer, M. (2009) Biogeography-based optimization combined with evolutionary strategy and immigration refusal in 2009 IEEE International Conference on Systems, Man and Cybernetics, 997 - 1002.",

year = "2009",

month = oct,

day = "11",

doi = "10.1109/ICSMC.2009.5346055",

language = "American English",

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AU - Du, Dawei

AU - Simon, Daniel J.

AU - Ergezer, Mehmet

N1 - Du, D. W., Simon, D., Ergezer, M. (2009) Biogeography-based optimization combined with evolutionary strategy and immigration refusal in 2009 IEEE International Conference on Systems, Man and Cybernetics, 997 - 1002.

PY - 2009/10/11

Y1 - 2009/10/11

N2 - 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.

AB - 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.

KW - Evolutionary computation

KW - Optimisation

KW - Statistical testing

UR - https://engagedscholarship.csuohio.edu/enece_facpub/32

UR - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=arnumber=5346055contentType=Conference+PublicationssearchField%3DSearch_All%26queryText%3D10.1109%2FICSMC.2009.5346055

U2 - 10.1109/ICSMC.2009.5346055

DO - 10.1109/ICSMC.2009.5346055

M3 - Other contribution

ER -

Biogeography-based Optimization Combined with Evolutionary Strategy and Immigration Refusal

Abstract

Keywords

Disciplines

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