High-level Feedback Control With Neural Networks

Name: High-level Feedback Control With Neural Networks
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789810233761
Price: 106.55 EUR
Availability: InStock

Autor: F.L. Lewis, Young Ho Kim

Jazyk:

Väzba: Pevná

Vydavateľ: World Scientific Publishing Co Pte Ltd

Dostupnosť: 50 % šanca

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106.55 €

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

Informácie o knihe

Autor

F.L. Lewis, Young Ho Kim

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

1998

Stránok

228

EAN

9789810233761

ISBN

9810233760

Enbook ID

05065944

Vydavateľ

World Scientific Publishing Co Pte Ltd

Hmotnosť

430

Rozmery

161 x 232 x 18

Kompletný popis

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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High-level Feedback Control With Neural Networks

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