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Stochastic Lagrangian Adaptation

Name: Stochastic Lagrangian Adaptation
Brand: Springer
SKU: 47700550
Price: 51.49 EUR
Availability: InStock
Author: David Levanony
ISBN: 9783031737589

David Levanony

Peter E. Caines

Language

English

E-book Adobe ePub DRM

Publishers Springer, November 2024

This book introduces a cutting-edge continuous time stochastic linear quadratic (LQ) adaptive contro... Full description

Libristo code: 47700550

126 b

51.49 € VAT included

In stock Immediate digital delivery

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This book introduces a cutting-edge continuous time stochastic linear quadratic (LQ) adaptive control algorithm for fully observed linear stochastic systems with unknown parameters. The adaptive estimation algorithm is engineered to drive the maximum likelihood estimate into the set of parameters representing the true closed-loop dynamics. By incorporating a performance monitoring feature, this approach ensures that the estimate converges to the true system parameters. Concurrently, it delivers optimal long-term LQ closed-loop performance. This groundbreaking work offers a significant advancement in the field of stochastic control systems.