Statistical Decision Theory In Adaptive Control Systems
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Statistical Decision Theory In Adaptive Control Systems
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Author : Yoshikazu Sawaragi
language : en
Publisher: Elsevier
Release Date : 2016-06-03
Statistical Decision Theory In Adaptive Control Systems written by Yoshikazu Sawaragi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-03 with Technology & Engineering categories.
Mathematics in Science and Engineering, Volume 39: Statistical Decision Theory in Adaptive Control Systems focuses on the combination of control theory with statistical decision theory. This volume is divided into nine chapters. Chapter 1 reviews the history of control theory and introduces statistical decision theory. The mathematical description of random processes is covered in Chapter 2. In Chapter 3, the basic concept of statistical decision theory is treated, while in Chapter 4, the method of solving statistical decision problems is described. The application of statistical decision concepts to control problems is explained in Chapter 5. Chapter 6 elaborates a method of designing an adaptive control system. An application of the sequential decision procedure to the design of decision adaptive control systems is illustrated in Chapter 7. Chapter 8 is devoted to the description of a method of the adaptive adjustment of parameters contained in nonlinear control systems, followed by a discussion of the future problems in applications of statistical decision theory to control processes in the last chapter. This book is recommended for students and researchers concerned with statistical decision theory in adaptive control systems.
Mathematics In Science And Engineering
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Author : Yoshifumi Sunahara
language : en
Publisher:
Release Date : 1967
Mathematics In Science And Engineering written by Yoshifumi Sunahara and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1967 with categories.
Theory Of Self Adaptive Control Systems
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Author : P. H. Hammond
language : en
Publisher: Springer
Release Date : 2013-11-11
Theory Of Self Adaptive Control Systems written by P. H. Hammond and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Technology & Engineering categories.
Statistical Decision Theory In Adaptive Control Systems By Yoshikazu Sawaragi Yoshfumi Sunahara And Takayoshi Nakamizo
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Author : Yoshikazu Sawaragi
language : en
Publisher: Elsevier
Release Date : 1967-01-01
Statistical Decision Theory In Adaptive Control Systems By Yoshikazu Sawaragi Yoshfumi Sunahara And Takayoshi Nakamizo written by Yoshikazu Sawaragi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1967-01-01 with Mathematics categories.
In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis,and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.- Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering
Adaptive Control Systems
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Author : Chalam
language : en
Publisher: Routledge
Release Date : 2017-10-19
Adaptive Control Systems written by Chalam and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-19 with Technology & Engineering categories.
impossible to access. It has been widely scattered in papers, reports, and proceedings ofsymposia, with different authors employing different symbols and terms. But now thereis a book that covers all aspects of this dynamic topic in a systematic manner.Featuring consistent terminology and compatible notation, and emphasizing unifiedstrategies, Adaptive Control Systems provides a comprehensive, integrated accountof basic concepts, analytical tools, algorithms, and a wide variety of application trendsand techniques.Adaptive Control Systems deals not only with the two principal approachesmodelreference adaptive control and self-tuning regulators-but also considers otheradaptive strategies involving variable structure systems, reduced order schemes, predictivecontrol, fuzzy logic, and more. In addition, it highlights a large number of practical applicationsin a range of fields from electrical to biomedical and aerospace engineering ...and includes coverage of industrial robots.The book identifies current trends in the development of adaptive control systems ...delineates areas for further research . : . and provides an invaluable bibliography of over1,200 references to the literature.The first authoritative reference in this important area of work, Adaptive ControlSystems is an essential information source for electrical and electronics, R&D,chemical, mechanical, aerospace, biomedical, metallurgical, marine, transportation, andpower plant engineers. It is also useful as a text in professional society seminars and inhousetraining programs for personnel involved with the control of complex systems, andfor graduate students engaged in the study of adaptive control systems.
Optimal Decision Statistics
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-06
Optimal Decision Statistics written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-06 with Mathematics categories.
In an era defined by uncertainty and complexity, Optimal Decision Statistics emerges as a beacon of clarity and guidance. This comprehensive and engaging book provides a thorough exploration of statistical decision theory and its wide-ranging applications, empowering readers to make informed and optimal decisions in the face of uncertainty. Written with clarity and rigor, Optimal Decision Statistics offers a systematic and accessible approach to understanding the fundamental principles of decision-making under uncertainty. Rooted in probability theory and statistical inference, this book equips readers with the tools and techniques necessary to navigate the complexities of decision-making in diverse scenarios. The book's comprehensive coverage encompasses a wide spectrum of topics, from the foundational concepts of probability theory and statistical inference to cutting-edge developments in decision statistics. Each chapter is meticulously crafted to build upon the preceding material, ensuring a smooth and comprehensive learning experience for readers of all backgrounds. Real-world examples and case studies are skillfully interwoven throughout the text, bringing the abstract concepts to life and showcasing the practical relevance of statistical decision theory in fields as varied as finance, medicine, engineering, and social sciences. These examples not only solidify the reader's understanding but also highlight the far-reaching impact of decision statistics in shaping our world. Optimal Decision Statistics is an invaluable resource for students, researchers, and practitioners seeking to deepen their understanding of decision-making under uncertainty. Its clear explanations, engaging writing style, and comprehensive coverage make it an indispensable guide for anyone looking to make informed and optimal decisions in the face of uncertainty. Whether you are a seasoned professional seeking to enhance your decision-making skills or a student eager to master the intricacies of statistical decision theory, Optimal Decision Statistics is the definitive guide to navigating the challenges of decision-making under uncertainty. If you like this book, write a review!
Technical Abstract Bulletin
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Author :
language : en
Publisher:
Release Date : 1964
Technical Abstract Bulletin written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1964 with Science categories.
Optimal Statistical Decisions
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Author : Morris H. DeGroot
language : en
Publisher: John Wiley & Sons
Release Date : 2004-04-30
Optimal Statistical Decisions written by Morris H. DeGroot and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-04-30 with Mathematics categories.
The Wiley Classics Library consists of selected books that have become recognized classics in their respective fields. With these new unabridged and inexpensive editions, Wiley hopes to extend the life of these important works by making them available to future generations of mathematicians and scientists.
Stability Of Motion By A M Liapunov
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Author : A. M. Liapunov
language : en
Publisher: Elsevier
Release Date : 2000-04-01
Stability Of Motion By A M Liapunov written by A. M. Liapunov and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-04-01 with Mathematics categories.
In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis,and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.- Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering
U S Government Research Reports
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Author :
language : en
Publisher:
Release Date : 1964
U S Government Research Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1964 with Science categories.