COMPUTATIONAL INTELLIGENCE AND ITS APPLICATIONS: EVOLUTIONARY COMPUTATION, FUZZY LOGIC, NEURAL NETWORK AND SUPPORT VECTOR MACHINE TECHNIQUES
暫譯: 計算智慧及其應用:演化計算、模糊邏輯、神經網絡與支持向量機技術

H K Lam

  • 出版商: World Scientific Pub
  • 出版日期: 2012-06-01
  • 售價: $5,220
  • 貴賓價: 9.5$4,959
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Hardcover
  • ISBN: 1848166915
  • ISBN-13: 9781848166912
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book focuses on computational intelligence techniques and their applications -- fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications.

Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches.

Readership: Graduates and researchers in computer science, especially those specialising in artificial intelligence, neural networks, fuzzy logic and pattern recognition.

商品描述(中文翻譯)

本書專注於計算智能技術及其應用——這是一個快速成長且前景廣闊的研究主題,多年來吸引了大量研究者的關注。它匯集了當前在智能技術方面的多個不同面向,如神經網絡、支持向量機、模糊邏輯和演化計算,並涵蓋了從模式識別和系統建模到智能控制問題和生物醫學應用的廣泛應用範疇。

本書介紹了各種計算技術的基本概念和必要分析,提供了一個系統且有效的工具,以便更好地處理不同的應用,並包含模擬和實驗結果,以說明設計過程及方法的有效性。

讀者對象:計算機科學的研究生和研究人員,特別是專注於人工智能、神經網絡、模糊邏輯和模式識別的專家。