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Design of Intelligent Control Systems Based on Hierarchical Stochastic Automata

Design of Intelligent Control Systems Based on Hierarchical Stochastic Automata

Hardcover

Series: Intelligent Control and Intelligent Automation, Book 2

Technology & EngineeringGeneral Computers

Currently unavailable to order

ISBN10: 9810222556
ISBN13: 9789810222550
Publisher: World Scientific Pub Co Inc
Published: Mar 1 1996
Pages: 168
Language: English
In recent years works done by most researchers towards building autonomous intelligent controllers frequently mention the need for a methodology of design and a measure of how successful the final result is. This monograph introduces a design methodology for intelligent controllers based on the analytic theory of intelligent machines introduced by Saridis in the 1970s. The methodology relies on the existing knowledge about designing the different sub-systems composing an intelligent machine. Its goal is to provide a performance measure applicable to any of the sub-systems, and use that measure to learn on-line the best among the set of pre-designed alternatives, given the state of the environment where the machine operates. Different designs can be compared using this novel approach.

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