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High-level Feedback Control With Neural Networks

Name: High-level Feedback Control With Neural Networks
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05065944
Price: 43469 HUF
Availability: InStock
Author: F.L. Lewis
ISBN: 9789810233761

F.L. Lewis

Young Ho Kim

Language

English

Book Hardback

Libristo code: 05065944

Publishers World Scientific Publishing Co Pte Ltd, September 1998

This work seeks to bridge the gap between feedback control and artificial intelligence. It provides... Full description

Libristo code: 05065944

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43 469 Ft

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This work seeks to bridge the gap between feedback control and artificial intelligence. It provides design techniques for "high-level" neural-network feedback-control topologies that contain servo-level feedback-control loops as well as artificial intelligence decision and training at the higher levels. Several advanced feedback topologies containing neural networks are presented, including "dynamic output feedback", "reinforcement learning" and "optimal design", as well as a "fuzzy-logic reinforcement" controller. The control topologies are intuitive, yet are derived using sound mathematical principles where proofs of stability are given so that closed-loop performance can be relied upon in using these control systems. Computer-simulation examples are given to illustrate the performance.

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About the book

Full name High-level Feedback Control With Neural Networks

Author F.L. Lewis, Young Ho Kim

Language

English

Binding Book - Hardback

Date of issue 1998

Number of pages 228

EAN 9789810233761

ISBN 9810233760

Libristo code 05065944

Publishers World Scientific Publishing Co Pte Ltd

Weight 430

Dimensions 161 x 232 x 18

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