Free PDF Continuous Average Control of Piecewise Deterministic Markov Processes (SpringerBriefs in Mathematics)
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Book Details :
Published on: 2013-04-12
Released on: 2013-04-12
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The intent of this book is to present recent results in the control theory for the long run average continuous control problem of piecewise deterministic Markov processes (PDMPs). The book focuses mainly on the long run average cost criteria and extends to the PDMPs some well-known techniques related to discrete-time and continuous-time Markov decision processes, including the so-called ``average inequality approach'', ``vanishing discount technique'' and ``policy iteration algorithm''. We believe that what is unique about our approach is that, by using the special features of the PDMPs, we trace a parallel with the general theory for discrete-time Markov Decision Processes rather than the continuous-time case. The two main reasons for doing that is to use the powerful tools developed in the discrete-time framework and to avoid working with the infinitesimal generator associated to a PDMP, which in most cases has its domain of definition difficult to be characterized. Although the book is mainly intended to be a theoretically oriented text, it also contains some motivational examples. The book is targeted primarily for advanced students and practitioners of control theory. The book will be a valuable source for experts in the field of Markov decision processes. Moreover, the book should be suitable for certain advanced courses or seminars. As background, one needs an acquaintance with the theory of Markov decision processes and some knowledge of stochastic processes and modern analysis. Continuous Average Control of Piecewise Deterministic ... Read Continuous Average Control of Piecewise Deterministic ... control problem of piecewise deterministic Markov processes ... SpringerBriefs in Mathematics . Oswaldo Luiz do Valle Costa Franois Dufour Continuous ... SpringerBriefs in Mathematics ... run average continuous control ... +. Continuous Average Control of Piecewise Deterministic Markov Processes ... Continuous Average Control of Piecewise Deterministic ... ... Average Control of Piecewise Deterministic Markov Processes. Continuous Average Control of Piecewise Deterministic Markov Processes. ... Average Continuous ... Continuous Average Control of Piecewise Deterministic ... Continuous Average Control of Piecewise Deterministic Markov Processes. ... Average Continuous Control of PDMPs. ... SpringerBriefs in Mathematics Series ISSN Continuous Average Control of Piecewise Deterministic ... Continuous Average Control of Piecewise Deterministic Markov Processes SpringerBriefs in Mathematics: ... SpringerBriefs in Mathematics; Idioma: ... Average Continuous Control of Piecewise Deterministic ... This paper deals with the long run average continuous control problem of piecewise deterministic Markov processes ... SIAM Journal on Control and Optimization 53 ... Continuous Average Control of Piecewise Deterministic ... ... control problem of piecewise deterministic Markov processes ... Mathematics; Medicine & Public ... . Continuous Average Control of Piecewise Deterministic ... Continuous Average Control of Piecewise Deterministic ... ... of Piecewise Deterministic Markov Processes ... Continuous Average Control of Piecewise Deterministic Markov Processes (SpringerBriefs in Mathematics) ... Continuous average control of piecewise deterministic ... Continuous average control of piecewise deterministic Markov processes. ... long run average continuous control ... ; SpringerBriefs in mathematics ... Continuous Average Control of Piecewise Oswaldo Luiz do ... Continuous Average Control of Piecewise ... control problems for the class of Piecewise Deterministic Markov Processes ... SpringerBriefs in Mathematics
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