知的制御系<br>Intelligent Control Systems : An Introduction with Examples (Applied Optimization)

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知的制御系
Intelligent Control Systems : An Introduction with Examples (Applied Optimization)

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  • 製本 Hardcover:ハードカバー版／ページ数 301 p.
  • 言語 ENG
  • 商品コード 9781402001345
  • DDC分類 629.8

基本説明

Summarizes the fundamentals of knowledge representation, reasoning, expert systems and real-time control systems and then discusses the design, and more.

Full Description

Intelligent control is a rapidly developing, complex and challenging field with great practical importance and potential. Because of the rapidly developing and interdisciplinary nature of the subject, there are only a few edited volumes consisting of research papers on intelligent control systems but little is known and published about the fundamentals and the general know-how in designing, implementing and operating intelligent control systems.

Intelligent control system emerged from artificial intelligence and computer controlled systems as an interdisciplinary field. Therefore the book summarizes the fundamentals of knowledge representation, reasoning, expert systems and real-time control systems and then discusses the design, implementation verification and operation of real-time expert systems using G2 as an example. Special tools and techniques applied in intelligent control are also described including qualitative modelling, Petri nets and fuzzy controllers. The material is illlustrated with simple examples taken from the field of intelligent process control.

Contents

Getting Started.- Knowledge Representation.- Reasoning and Search in Rule-Based Expert Systems.- Verification and Validation of Rule-Based Knowledge Bases.- Tools for Knowledge Representation and Reasoning.- Real-Time Expert Systems.- Qualitative Reasoning.- Petri Nets.- Fuzzy Control Systems.- G2: An Example of A Real-Time Expert System.