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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Bibliographic Details
Main Authors: Zheng, Yujun (Author), Lu, Xueqin (Author), Zhang, Minxia (Author), Chen, Shengyong (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : 2019.
Imprint: Springer,
Edition:1st ed. 2019.
Subjects:
Computational intelligence.
Artificial intelligence.
Algorithms.
Mathematical optimization.
Biogeography.
Computational Intelligence.
Artificial Intelligence.
Optimization.
Biogeosciences.
Online Access:Full-text access
Table of Contents:
  • 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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