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TitleBiogeography-Based Optimization: Algorithms and Applications [electronic resource] / by Yujun Zheng, Xueqin Lu, Minxia Zhang, Shengyong Chen
ImprintSingapore : Springer Singapore : Imprint: Springer, 2019
Connect tohttps://doi.org/10.1007/978-981-13-2586-1
Descript XI, 221 p. 50 illus., 30 illus. in color. online resource

SUMMARY

This book introduces readers to the background, general framework, main operators, and other basic characteristics of biogeography-based optimization (BBO), which is an emerging branch of bio-inspired computation. In particular, the book presents the authors’ recent work on improved variants of BBO, hybridization of BBO with other algorithms, and the application of BBO to a variety of domains including transportation, image processing, and neural network learning. The content will help to advance research into and application of not only BBO but also the whole field of bio-inspired computation. The algorithms and applications are organized in a step-by-step manner and clearly described with the help of pseudo-codes and flowcharts. The readers will learn not only the basic concepts of BBO but also how to apply and adapt the algorithms to the engineering optimization problems they actually encounter


CONTENT

Introduction -- The basic biogeography-based optimization -- Localized basic biogeography-based optimization: Improved by local topologies -- Ecogeography-based optimization: Improved by new migration mechanisms -- Hybridization with other algorithms -- Applications in transportation -- Applications in image processing -- Applications in neural network learning


Engineering Artificial intelligence Algorithms Mathematical optimization Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014 Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000 Algorithms. http://scigraph.springernature.com/things/product-market-codes/M14018 Optimization. http://scigraph.springernature.com/things/product-market-codes/M26008 Biogeosciences. http://scigraph.springernature.com/things/product-market-codes/G35010



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