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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/18977
Title: A state-of-the-art review of biogeography-based optimization
Authors: Garg V.
Deep K.
Nagar A.
Bansal J.C.
Deep K.
Pant M.
Das K.N.
Published in: Proceedings of Advances in Intelligent Systems and Computing
Abstract: Biogeography-based optimization (BBO) is a population-based metaheuristic evolutionary algorithm proposed by Simon (IEEE Trans Evol Comput 12 (6):702–713, 2008 [1]). It is based on the theory of island biogeography which deals with the migration, speciation, and extinction of the species in a habitat. It has excellent exploitation ability but lacks in exploration. After the inception of BBO, a lot of modifications and hybridizations are introduced to enhance its performance. This paper focuses on various modifications and refinements in the migration and mutation operators of the original BBO and its hybridization with other populationbased meta-heuristic algorithms. In the end, some open problems related to BBO are highlighted encouraging future research in this novel area. © Springer India 2015.
Citation: Proceedings of Advances in Intelligent Systems and Computing, (2015), 529- 545
URI: https://doi.org/10.1007/978-81-322-2220-0_44
http://repository.iitr.ac.in/handle/123456789/18977
Issue Date: 2015
Publisher: Springer Verlag
Keywords: Biogeography-based optimization (BBO)
Meta-heuristic algorithms
Migration
Algorithms
Computation theory
Ecology
Optimization
Problem solving
Soft computing
Biogeography-based optimizations
Biogeographybased optimizations (BBO)
Island biogeography
Meta heuristic algorithm
Metaheuristic
Migration
Mutation operators
State-of-the art reviews
Heuristic algorithms
ISBN: 9790000000000
ISSN: 21945357
Author Scopus IDs: 56594391300
8561208900
Author Affiliations: Garg, V., Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, India
Deep, K., Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, India
Corresponding Author: Garg, V.; Department of Mathematics, Indian Institute of Technology RoorkeeIndia; email: vanitagarg16@gmail.com
Appears in Collections:Conference Publications [MA]

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