Biogeography-Based Optimization: Algorithms and Applications

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...

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Detaylı Bibliyografya
Asıl Yazarlar: Zheng, Yujun (Yazar), Lu, Xueqin (Yazar), Zhang, Minxia (Yazar), Chen, Shengyong (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2019.
Imprint: Springer,
Edisyon:1st ed. 2019.
Konular:
Computational intelligence.
Artificial intelligence.
Algorithms.
Mathematical optimization.
Biogeography.
Computational Intelligence.
Artificial Intelligence.
Optimization.
Biogeosciences.
Online Erişim:Full-text access
İçindekiler:
  • 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.

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