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Research In Adaptive And Decentralized Stochastic Control
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Book Synopsis Research in Adaptive and Decentralized Stochastic Control by : Steven I. Marcus
Download or read book Research in Adaptive and Decentralized Stochastic Control written by Steven I. Marcus and published by . This book was released on 1985 with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant progress was made in a number of aspects of stochastic systems. The problem of adaptive control of priority assignment in queueing systems was solved. A distance-measures approach to the problem of approximation and identification of queueing systems was studied. A problem of adaptively controlling a discounted-reward finite-state Markov decision process was solved. Major new results were obtained for the problem of adaptive control with incomplete observations. In particular, the author studied in depth a problem of adaptive control with incomplete observations, in which the state is a finite state Markov process. In addition, earlier work on asymptotic approximations in non-linear filtering was completed. (Author).
Book Synopsis Research in Adaptive and Decentralized Control by : S. I. Marcus
Download or read book Research in Adaptive and Decentralized Control written by S. I. Marcus and published by . This book was released on 1984 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: Progress has been made in a number of aspects of the proposed research areas. First, the investigators have continued to work on problems of adaptive stochastic control of queues with complete observations. The stochastic adaptive control problems solved to date have all, with the exception of those for linear systems, involved the assumption of complete (noiseless) state observations. Details are presented in this report. (Author).
Book Synopsis Stochastic Networked Control Systems by : Serdar Yüksel
Download or read book Stochastic Networked Control Systems written by Serdar Yüksel and published by Springer Science & Business Media. This book was released on 2013-05-21 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networked control systems are increasingly ubiquitous today, with applications ranging from vehicle communication and adaptive power grids to space exploration and economics. The optimal design of such systems presents major challenges, requiring tools from various disciplines within applied mathematics such as decentralized control, stochastic control, information theory, and quantization. A thorough, self-contained book, Stochastic Networked Control Systems: Stabilization and Optimization under Information Constraints aims to connect these diverse disciplines with precision and rigor, while conveying design guidelines to controller architects. Unique in the literature, it lays a comprehensive theoretical foundation for the study of networked control systems, and introduces an array of concrete tools for work in the field. Salient features included: · Characterization, comparison and optimal design of information structures in static and dynamic teams. Operational, structural and topological properties of information structures in optimal decision making, with a systematic program for generating optimal encoding and control policies. The notion of signaling, and its utilization in stabilization and optimization of decentralized control systems. · Presentation of mathematical methods for stochastic stability of networked control systems using random-time, state-dependent drift conditions and martingale methods. · Characterization and study of information channels leading to various forms of stochastic stability such as stationarity, ergodicity, and quadratic stability; and connections with information and quantization theories. Analysis of various classes of centralized and decentralized control systems. · Jointly optimal design of encoding and control policies over various information channels and under general optimization criteria, including a detailed coverage of linear-quadratic-Gaussian models. · Decentralized agreement and dynamic optimization under information constraints. This monograph is geared toward a broad audience of academic and industrial researchers interested in control theory, information theory, optimization, economics, and applied mathematics. It could likewise serve as a supplemental graduate text. The reader is expected to have some familiarity with linear systems, stochastic processes, and Markov chains, but the necessary background can also be acquired in part through the four appendices included at the end. · Characterization, comparison and optimal design of information structures in static and dynamic teams. Operational, structural and topological properties of information structures in optimal decision making, with a systematic program for generating optimal encoding and control policies. The notion of signaling, and its utilization in stabilization and optimization of decentralized control systems. · Presentation of mathematical methods for stochastic stability of networked control systems using random-time, state-dependent drift conditions and martingale methods. · Characterization and study of information channels leading to various forms of stochastic stability such as stationarity, ergodicity, and quadratic stability; and connections with information and quantization theories. Analysis of various classes of centralized and decentralized control systems. · Jointly optimal design of encoding and control policies over various information channels and under general optimization criteria, including a detailed coverage of linear-quadratic-Gaussian models. · Decentralized agreement and dynamic optimization under information constraints. This monograph is geared toward a broad audience of academic and industrial researchers interested in control theory, information theory, optimization, economics, and applied mathematics. It could likewise serve as a supplemental graduate text. The reader is expected to have some familiarity with linear systems, stochastic processes, and Markov chains, but the necessary background can also be acquired in part through the four appendices included at the end.
Book Synopsis Scientific and Technical Aerospace Reports by :
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Stochastic Theory and Adaptive Control by : T.E. Duncan
Download or read book Stochastic Theory and Adaptive Control written by T.E. Duncan and published by Springer. This book was released on 2014-03-12 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workshop on stochastic theory and adaptive control assembled many of the leading researchers on stochastic control and stochastic adaptive control to increase scientific exchange and cooperative research between these two subfields of stochastic analysis. The papers included in the proceedings include survey and research. They describe both theoretical results and applications of adaptive control. There are theoretical results in identification, filtering, control, adaptive control and various other related topics. Some applications to manufacturing systems, queues, networks, medicine and other topics are gien.
Book Synopsis Stochastic Large-Scale Engineering Systems by : Spyros G. Tzafestas
Download or read book Stochastic Large-Scale Engineering Systems written by Spyros G. Tzafestas and published by CRC Press. This book was released on 2020-08-18 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the class of large-scale stochastic systems, which has dominated the attention of many academic and research groups. It discusses distributed-sensor networks, decentralized detection theory, and econometric models with integrated and decentralized policymakers.
Book Synopsis Stochastic Theory and Adaptive Control by : T. E. Duncan
Download or read book Stochastic Theory and Adaptive Control written by T. E. Duncan and published by Springer. This book was released on 1992 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workshop on stochastic theory and adaptive control assembled many of the leading researchers on stochastic control and stochastic adaptive control to increase scientific exchange and cooperative research between these two subfields of stochastic analysis. The papers included in the proceedings include survey and research. They describe both theoretical results and applications of adaptive control. There are theoretical results in identification, filtering, control, adaptive control and various other related topics. Some applications to manufacturing systems, queues, networks, medicine and other topics are gien.
Book Synopsis Decentralized Stochastic Control by : Aditya Mahajan
Download or read book Decentralized Stochastic Control written by Aditya Mahajan and published by . This book was released on 2014 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis On Linear Control of Decentralized Stochastic Systems by : Steven Michael Barta
Download or read book On Linear Control of Decentralized Stochastic Systems written by Steven Michael Barta and published by . This book was released on 1978 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Adaptive Stochastic Control for Linear Systems by :
Download or read book Adaptive Stochastic Control for Linear Systems written by and published by . This book was released on 1970 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computers, Control & Information Theory by :
Download or read book Computers, Control & Information Theory written by and published by . This book was released on 1986 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis On Adaptive Stochastic Control by : Bing Fee Gong
Download or read book On Adaptive Stochastic Control written by Bing Fee Gong and published by . This book was released on 1976 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Decentralized Stochastic Control with Delayed Sharing Information Pattern by : Ben-Zion Kurtaran
Download or read book Decentralized Stochastic Control with Delayed Sharing Information Pattern written by Ben-Zion Kurtaran and published by . This book was released on 1975 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Stochastic Adaptive Control Results and Simulations by : Alexis Aloneftis
Download or read book Stochastic Adaptive Control Results and Simulations written by Alexis Aloneftis and published by Springer. This book was released on 2014-03-12 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of this monograph is the adaptive control of systems in a stochastic environment and, more precisely, the study of the tracking problem for ARMAX SISO stochastic systems with time invariant and time varying parameters. Results of simultaneous tracking and parameter identification are included. The author has aimed to (1) provide a reasonably self-contained and up-to-date exposition of the tracking problem after having properly placed it amongst numerous ideas, approaches, and subproblems related to adaptive control, (2) display computer simulation results and discuss their comparative behaviour, (3) introduce a new approach to the stochastic adaptive control with promising results, and (4) qualitatively discuss the adaptive control problem in the hope of improving our understanding of it, stimulate the informed reader to come up with new ideas, and attract newcomers to its study. The reader is assumed to have studied control systems at the graduate level and to have a reasonably good grasp of basic probability theory. Apart from its educational value to the adaptive control student, it is hoped that the accumulation of scattered results and their computer simulation, as well as an extensive reference section will attract the active researcher in this field.
Book Synopsis Decentralized Control of Complex Systems by : S?iljak
Download or read book Decentralized Control of Complex Systems written by S?iljak and published by Academic Press. This book was released on 1991-01-28 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decentralized Control of Complex Systems
Book Synopsis Identification, Adaptive and Stochastic Control by : Janos Gertler
Download or read book Identification, Adaptive and Stochastic Control written by Janos Gertler and published by . This book was released on 1985 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Perturbation Methods in Decentralized Stochastic Control by : Demosthenis Teneketzis
Download or read book Perturbation Methods in Decentralized Stochastic Control written by Demosthenis Teneketzis and published by . This book was released on 1976 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt:
