Computational Intelligence Applications in Modeling and Control (Studies in Computational Intelligence)
暫譯: 計算智慧在建模與控制中的應用(計算智慧研究)

  • 出版商: Springer
  • 出版日期: 2016-10-22
  • 售價: $6,930
  • 貴賓價: 9.5$6,584
  • 語言: 英文
  • 頁數: 440
  • 裝訂: Paperback
  • ISBN: 3319354701
  • ISBN-13: 9783319354705
  • 海外代購書籍(需單獨結帳)

商品描述

The development of computational intelligence (CI) systems was inspired by observable and imitable aspects of intelligent activity of human being and nature. The essence of the systems based on computational intelligence is to process and interpret data of various nature so that that CI is strictly connected with the increase of available data as well as capabilities of their processing, mutually supportive factors. Developed theories of computational intelligence were quickly applied in many fields of engineering, data analysis, forecasting, biomedicine and others. They are used in images and sounds processing and identifying, signals processing, multidimensional data visualization, steering of objects, analysis of lexicographic data, requesting systems in banking, diagnostic systems, expert systems and many other practical implementations.

This book consists of 16 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in the broad areas of Control Systems, Power Electronics, Computer Science, Information Technology, modeling and engineering applications. Special importance was given to chapters offering practical solutions and novel methods for the recent research problems in the main areas of this book, viz. Control Systems, Modeling, Computer Science, IT and engineering applications.

This book will serve as a reference book for graduate students and researchers with a basic knowledge of control theory, computer science and soft-computing techniques. The resulting design procedures are emphasized using Matlab/Simulink software.

商品描述(中文翻譯)

計算智慧(Computational Intelligence, CI)系統的發展受到人類和自然智能活動中可觀察和可模仿的特徵啟發。基於計算智慧的系統的本質在於處理和解釋各種性質的數據,因此CI與可用數據的增加以及其處理能力密切相關,這兩者是相互支持的因素。發展出來的計算智慧理論迅速應用於許多工程、數據分析、預測、生物醫學等領域。它們被用於圖像和聲音的處理與識別、信號處理、多維數據可視化、物體控制、詞典數據分析、銀行請求系統、診斷系統、專家系統以及許多其他實際應用。

本書由專業領域的專家貢獻的16章內容組成,涵蓋了本書所涉及的各種主題。特別章節涵蓋了控制系統、電力電子、計算機科學、資訊技術、建模和工程應用等廣泛領域。特別重視提供實用解決方案和針對本書主要領域(即控制系統、建模、計算機科學、資訊技術和工程應用)近期研究問題的新方法的章節。

本書將作為研究生和具備控制理論、計算機科學及軟計算技術基本知識的研究人員的參考書。強調使用Matlab/Simulink軟體的設計程序。