Stochastic Large Scale Engineering Systems
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Stochastic Large Scale Engineering Systems
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Author : Spyros G. Tzafestas
language : en
Publisher: CRC Press
Release Date : 2020-08-18
Stochastic Large Scale Engineering Systems written by Spyros G. Tzafestas and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-18 with Technology & Engineering categories.
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.
Stochastic Large Scale Engineering Systems
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Author : Spyros G. Tzafestas
language : en
Publisher: CRC Press
Release Date : 2020-08-18
Stochastic Large Scale Engineering Systems written by Spyros G. Tzafestas and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-18 with Technology & Engineering categories.
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.
Stochastic Processes In Engineering Systems
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Author : E. Wong
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Stochastic Processes In Engineering Systems written by E. Wong and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
This book is a revision of Stochastic Processes in Information and Dynamical Systems written by the first author (E.W.) and published in 1971. The book was originally written, and revised, to provide a graduate level text in stochastic processes for students whose primary interest is its applications. It treats both the traditional topic of sta tionary processes in linear time-invariant systems as well as the more modern theory of stochastic systems in which dynamic structure plays a profound role. Our aim is to provide a high-level, yet readily acces sible, treatment of those topics in the theory of continuous-parameter stochastic processes that are important in the analysis of information and dynamical systems. The theory of stochastic processes can easily become abstract. In dealing with it from an applied point of view, we have found it difficult to decide on the appropriate level of rigor. We intend to provide just enough mathematical machinery so that important results can be stated PREFACE vi with precision and clarity; so much ofthe theory of stochastic processes is inherently simple if the suitable framework is provided. The price of providing this framework seems worth paying even though the ul timate goal is in applications and not the mathematics per se.
Stochastic Processes In Engineering Systems
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Author : E. Wong
language : en
Publisher:
Release Date : 1984-12-05
Stochastic Processes In Engineering Systems written by E. Wong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984-12-05 with categories.
Theoretical And Practical Problems In The Design Of Stochastic Large Scale Systems
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Author : Michael Athans
language : en
Publisher:
Release Date : 1974
Theoretical And Practical Problems In The Design Of Stochastic Large Scale Systems written by Michael Athans and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with categories.
Structure Of Optimal Policies For Large Scale Stochastic Systems
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Author : Chelsea C. White
language : en
Publisher:
Release Date : 1979
Structure Of Optimal Policies For Large Scale Stochastic Systems written by Chelsea C. White and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
On Stochastic Modelling Of Very Large Scale Integrated Circuits
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Author : Gregory Raymond H. Bishop
language : en
Publisher:
Release Date : 1993
On Stochastic Modelling Of Very Large Scale Integrated Circuits written by Gregory Raymond H. Bishop and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Integrated circuits categories.
Stochastic Optimization For Large Scale Machine Learning
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Author : Vinod Kumar Chauhan
language : en
Publisher: CRC Press
Release Date : 2021-11-18
Stochastic Optimization For Large Scale Machine Learning written by Vinod Kumar Chauhan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-18 with Computers categories.
Advancements in the technology and availability of data sources have led to the `Big Data' era. Working with large data offers the potential to uncover more fine-grained patterns and take timely and accurate decisions, but it also creates a lot of challenges such as slow training and scalability of machine learning models. One of the major challenges in machine learning is to develop efficient and scalable learning algorithms, i.e., optimization techniques to solve large scale learning problems. Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challenge. Developed optimisation techniques are also explored to improve machine learning algorithms based on data access and on first and second order optimisation methods. Key Features: Bridges machine learning and Optimisation. Bridges theory and practice in machine learning. Identifies key research areas and recent research directions to solve large-scale machine learning problems. Develops optimisation techniques to improve machine learning algorithms for big data problems. The book will be a valuable reference to practitioners and researchers as well as students in the field of machine learning.
Stochastic Processes In Physics And Engineering
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Author : Sergio Albeverio
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Stochastic Processes In Physics And Engineering written by Sergio Albeverio and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
Approach your problems from the right end It isn't that they can't see the solution. It is and begin with the answers. Then one day, that they can't see the problem. perhaps you will find the final question. O. K. Chesterton. The Scandal of Father 'The Hermit Qad in Crane Feathers' in R. Brown 'The point of a Pin'. van Gu!ik's The Chinese Maze Murders. Growing specialization and diversification have brought a host of monographs and textbooks on increasingly specialized topics. However, the "tree" of knowledge of mathematics and related fields does not grow only by putting forth new branches. It also happens, quite often in fact, that branches which were thought to be completely disparate are suddenly seen to be related. Further, the kind and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, coding theory and the structure of water meet one another in packing and covering theory; quantum fields, crystal defects and mathematical programming profit from homotopy theory; Lie algebras are relevant to filtering; and prediction and electrical engineering can use Stein spaces. And in addition to this there are such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes. They draw upon widely different sections of mathematics.
Stability Analysis And Stabilization Synthesis Of Stochastic Large Scale Systems
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Author : Feng Zhaoshu
language : en
Publisher:
Release Date : 1999-10-01
Stability Analysis And Stabilization Synthesis Of Stochastic Large Scale Systems written by Feng Zhaoshu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-10-01 with Technology & Engineering categories.