Swarm Intelligence and Bio-Inspired Computation: Theory and Applications (Hardcover)
暫譯: 群體智慧與生物啟發計算:理論與應用(精裝版)

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)

相關主題

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)

群體智慧和生物啟發計算在過去二十年中變得越來越受歡迎。生物啟發算法,如蟻群算法、蝙蝠算法、蜜蜂算法、螢火蟲算法、杜鵑搜索和粒子群優化,已被應用於幾乎所有科學和工程領域,相關出版物的數量顯著增加。本書從理論和應用兩方面回顧了群體智慧和生物啟發計算的最新發展,提供了一個完整的資源,分析和討論了最新及未來的研究趨勢。它可以幫助新研究者進行及時的研究,並激發讀者開發新算法。憑藉其廣泛和深入的內容,本書將對計算機科學、工程和科學的高年級本科生、博士生和講師,以及研究人員和工程師都非常有用。

- 專注於關鍵算法的介紹和分析
- 包含真實世界應用的案例研究
- 理論和應用之間保持平衡,因此對於對算法或應用感興趣的讀者,這本及時的書籍都將受益。