Design of Intelligent Control Systems Based on Hierarchical Stochastic Automata (Series in Intelligent Control and Intelligent Automation, Vol 2)

Lima, Pedro U.

ISBN 10: 9810222556 / ISBN 13: 9789810222550

Published by World Scientific Publishing Company, 1996

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Bibliographic Details

Title: Design of Intelligent Control Systems Based ...

Publisher: World Scientific Publishing Company

Publication Date: 1996

Binding: Hardcover

Condition: Like New

Book Type: book

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Synopsis:

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.