Swarm Intelligence and Bio-Inspired Computation: Theory and Applications (Hardcover)

Xin-She Yang, Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, Mehmet Karamanoglu

  • 出版商: Morgan Kaufmann
  • 出版日期: 2013-05-29
  • 定價: $3,980
  • 售價: 8.5$3,383
  • 語言: 英文
  • 頁數: 450
  • 裝訂: Hardcover
  • ISBN: 0124051634
  • ISBN-13: 9780124051638
  • 相關分類: 人工智慧
  • 立即出貨 (庫存 < 4)

商品描述

Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses the latest and future trends in research directions. It can help new researchers to carry out timely research and inspire readers to develop new algorithms. With its impressive breadth and depth, this book will be useful for advanced undergraduate students, PhD students and lecturers in computer science, engineering and science as well as researchers and engineers.

  • Focuses on the introduction and analysis of key algorithms
  • Includes case studies for real-world applications
  • Contains a balance of theory and applications, so readers who are interested in either algorithm or applications will all benefit from this timely book.

商品描述(中文翻譯)

群體智能和仿生計算在過去二十年中變得越來越受歡迎。螞蟻群演算法、蝙蝠演算法、蜜蜂演算法、螢火蟲演算法、杜鵑搜尋和粒子群優化等仿生演算法已被應用於科學和工程的幾乎每個領域,相關出版物的數量急劇增加。本書從理論和應用兩方面回顧了群體智能和仿生計算的最新發展,提供了一個完整的資源,分析和討論了研究方向的最新和未來趨勢。它可以幫助新研究人員進行及時的研究,並激發讀者開發新的演算法。這本書的廣度和深度令人印象深刻,對於高年級本科生、博士生和計算機科學、工程和科學的講師以及研究人員和工程師都很有用。

本書重點介紹和分析了關鍵演算法,包括實際應用的案例研究。它在理論和應用之間取得了平衡,因此對於對演算法或應用程序感興趣的讀者都有益處。