Ebook: Intelligent Control Systems: An Introduction with Examples
- Genre: Mathematics // Automatic Control Theory
- Tags: Artificial Intelligence (incl. Robotics), Systems Theory Control, Software Engineering/Programming and Operating Systems, Special Purpose and Application-Based Systems
- Series: Applied Optimization 60
- Year: 2004
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
Front Matter....Pages i-xvi
Getting Started....Pages 1-9
Knowledge Representation....Pages 11-29
Reasoning and Search in Rule-Based Expert Systems....Pages 30-57
Verification and Validation of Rule-Based Knowledge Bases....Pages 59-68
Tools for Knowledge Representation and Reasoning....Pages 69-107
Real-Time Expert Systems....Pages 109-126
Qualitative Reasoning....Pages 127-152
Petri Nets....Pages 153-189
Fuzzy Control Systems....Pages 191-226
G2: An Example of A Real-Time Expert System....Pages 227-250
Back Matter....Pages 251-305
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.
Content:
Front Matter....Pages i-xvi
Getting Started....Pages 1-9
Knowledge Representation....Pages 11-29
Reasoning and Search in Rule-Based Expert Systems....Pages 30-57
Verification and Validation of Rule-Based Knowledge Bases....Pages 59-68
Tools for Knowledge Representation and Reasoning....Pages 69-107
Real-Time Expert Systems....Pages 109-126
Qualitative Reasoning....Pages 127-152
Petri Nets....Pages 153-189
Fuzzy Control Systems....Pages 191-226
G2: An Example of A Real-Time Expert System....Pages 227-250
Back Matter....Pages 251-305
....