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Stochastic Theory and Adaptive Control de T. E. Duncan

Stochastic Theory and Adaptive Control: Lecture Notes in Control and Information Sciences, cartea 184

Editat de T. E. Duncan, B. Pasik-Duncan
en Limba Engleză Paperback – 27 noi 1992
This workshop on stochastic theory and adaptive controlassembled many of the leading researchers on stochasticcontrol and stochastic adaptive control to increasescientific exchange and cooperative research between thesetwo subfields of stochastic analysis. The papers included inthe proceedings include survey and research. They describeboth theoretical results and applications of adaptivecontrol. There are theoretical results in identification,filtering, control, adaptive control and various otherrelated topics. Some applications to manufacturing systems,queues, networks, medicine and other topics are gien.
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Specificații

ISBN-13: 9783540559627
ISBN-10: 3540559620
Pagini: 524
Ilustrații: XI, 506 p. 34 illus.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.79 kg
Ediția:1992
Editura: Springer
Colecția Lecture Notes in Control and Information Sciences
Seria Lecture Notes in Control and Information Sciences

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Stochastic analysis of vaccination strategies.- Self-organizing behavior in a simple controlled dynamical system.- Consistent estimation of the order of Hidden Markov Chains.- Adaptive control of partially observed linear systems, the scalar case.- System and control theory perspectives of the IMAGE greenhouse model.- Identification of linear systems using rational approximation techniques.- Recent results in stochastic adaptive control: Non-explosion, ?-consistency and stability.- Stochastic adaptive control.- Adaptive control of admissions and routing in an ATM network.- Identification of linear systems.- Finite dimensional filters related to Markov chains.- Adaptive control of a partially observed controlled Markov chain.- Structured solutions for stochastic control problems.- Risk sensitive optimal control and differential games.- Fixed gain estimation and tracking.- Optimal control of switching diffusions modelling a flexible manufacturing system.- Stochastic stability analysis of nonlinear gated radar range trackers.- Optimal control and replacement with state-dependent failure rate.- Partially observed control of Markov processes.- Asymptotically optimal policies for controlled queues in heavy traffic.- Certainty equivalence with uncertainty adjustments in stochastic adaptive control.- Uniform convergence of the solutions to Riccati Equations arising in boundary/point control problems.- A (simple) perspective on adaptation and performance of adaptation mechanisms.- Discounted estimation and discretization in adaptive control.- Model reference adaptive control of linear stochastic systems.- Extended least squares based adaptive control: Robustness analysis.- On robust spectrum assignability: There are limits to pole placement theorem for systems withinfinitesimal perturbations.- Adaptive control and self-stabilization.- The convergence of self-tuning feedback control for linear stochastic systems.- Some aspects of robustness in stochastic and adaptive control.- Cumulant minimization and robust control.- Hierarchical investment and production decisions in stochastic manufacturing systems.- Guaranteed performance regions for multi-user Markov models.- Stability of slowly time-varying linear systems.- On adaptive control of a singularly perturbed diffusion model.- Recent results of finite dimensional estimation algebras.- Asymptotic optimal rate of convergence for an adaptive estimation procedure.- Controlled diffusions with rapidly oscillating unknown parameter processes.