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AuthorHangos, Katalin M. author
TitleIntelligent Control Systems [electronic resource] : An Introduction with Examples / by Katalin M. Hangos, Rozรกlia Lakner, Miklรณs Gerzson
ImprintBoston, MA : Springer US, 2001
Connect tohttp://dx.doi.org/10.1007/b101833
Descript XVI, 306 p. online resource

SUMMARY

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

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


Computer science Special purpose computers Software engineering Artificial intelligence System theory Control engineering Computer Science Artificial Intelligence (incl. Robotics) Control Systems Theory Control Software Engineering/Programming and Operating Systems Special Purpose and Application-Based Systems



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