Multi-objective Swarm Intelligence: Theoretical Advances and Applications (Studies in Computational Intelligence)

  • 出版商: Springer
  • 出版日期: 2015-03-26
  • 售價: $4,330
  • 貴賓價: 9.5$4,114
  • 語言: 英文
  • 頁數: 201
  • 裝訂: Hardcover
  • ISBN: 3662463083
  • ISBN-13: 9783662463086
  • 相關分類: ARM
  • 海外代購書籍(需單獨結帳)

商品描述

The aim of this book is to understand the state-of-the-art theoretical and practical advances of swarm intelligence. It comprises seven contemporary relevant chapters. In chapter 1, a review of Bacteria Foraging Optimization (BFO) techniques for both single and multiple criterions problem is presented. A survey on swarm intelligence for multiple and many objectives optimization is presented in chapter 2 along with a topical study on EEG signal analysis. Without compromising the extensive simulation study, a comparative study of variants of MOPSO is provided in chapter 3. Intractable problems like subset and job scheduling problems are discussed in chapters 4 and 7 by different hybrid swarm intelligence techniques. An attempt to study image enhancement by ant colony optimization is made in chapter 5. Finally, chapter 7 covers the aspect of uncertainty in data by hybrid PSO.