Max Plus Linear Stochastic Systems And Perturbation Analysis
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Max Plus Linear Stochastic Systems And Perturbation Analysis
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Author : Bernd F. Heidergott
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-12-26
Max Plus Linear Stochastic Systems And Perturbation Analysis written by Bernd F. Heidergott 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 2006-12-26 with Computers categories.
During the last decade, the area of stochastic max-plus linear systems has witnessed a rapid development, which created a growing interest in this area. This book provides a thorough treatment of the theory of stochastic max-plus linear systems. Max-plus algebra is an algebraic approach to discrete event systems (DES), like queuing networks that are prone to synchronization. Perturbation analysis studies the sensitivity of the performance of DES with respect to changes in a particular system parameter. The first part of the book addresses modeling issues and stability theory for stochastic max-plus systems. The second part of the book treats perturbation analysis of max-plus systems: a calculus for differentiation of max-plus systems is developed. This calculus leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times.
Max Plus Linear Stochastic Systems And Perturbation Analysis
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Author : Bernd Heidergott
language : en
Publisher: Springer
Release Date : 2010-11-29
Max Plus Linear Stochastic Systems And Perturbation Analysis written by Bernd Heidergott and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-29 with Computers categories.
This book provides a thorough review and explanation of the theory of stochastic max-plus linear systems, which has seen rapid advances in the last decade. The coverage includes modeling issues and stability theory for stochastic max-plus systems, perturbation analysis of max-plus systems, developing a calculus for differentiation of max-plus systems. This leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times.
Max Plus Linear Stochastic Systems And Perturbation Analysis
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Author : Bernd Heidergott
language : en
Publisher: Springer
Release Date : 2008-11-01
Max Plus Linear Stochastic Systems And Perturbation Analysis written by Bernd Heidergott and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-01 with Computers categories.
This book provides a thorough review and explanation of the theory of stochastic max-plus linear systems, which has seen rapid advances in the last decade. The coverage includes modeling issues and stability theory for stochastic max-plus systems, perturbation analysis of max-plus systems, developing a calculus for differentiation of max-plus systems. This leads to numerical evaluations of performance indices of max-plus linear stochastic systems, such as the Lyapunov exponent or waiting times.
Quantitative Evaluation Of Systems
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Author : Gethin Norman
language : en
Publisher: Springer
Release Date : 2014-08-27
Quantitative Evaluation Of Systems written by Gethin Norman and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-27 with Computers categories.
This book constitutes the proceedings of the 11th International Conference on Quantitative Evaluation of Systems, QEST 2014, held in Florence, Italy, in September 2014. The 24 full papers and 5 short papers included in this volume were carefully reviewed and selected from 61 submissions. They are organized in topical sections named: Kronecker and product form methods; hybrid systems; mean field/population analysis; models and tools; simulation; queueing, debugging and tools; process algebra and equivalences; automata and Markov process theory; applications, theory and tools; and probabilistic model checking.
Optimization And Learning Via Stochastic Gradient Search
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Author : Felisa Vázquez-Abad
language : en
Publisher: Princeton University Press
Release Date : 2025-10-28
Optimization And Learning Via Stochastic Gradient Search written by Felisa Vázquez-Abad and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-28 with Mathematics categories.
An introduction to gradient-based stochastic optimization that integrates theory and implementation This book explains gradient-based stochastic optimization, exploiting the methodologies of stochastic approximation and gradient estimation. Although the approach is theoretical, the book emphasizes developing algorithms that implement the methods. The underlying philosophy of this book is that when solving real problems, mathematical theory, the art of modeling, and numerical algorithms complement each other, with no one outlook dominating the others. The book first covers the theory of stochastic approximation including advanced models and state-of-the-art analysis methodology, treating applications that do not require the use of gradient estimation. It then presents gradient estimation, developing a modern approach that incorporates cutting-edge numerical algorithms. Finally, the book culminates in a rich set of case studies that integrate the concepts previously discussed into fully worked models. The use of stochastic approximation in statistics and machine learning is discussed, and in-depth theoretical treatments for selected gradient estimation approaches are included. Numerous examples show how the methods are applied concretely, and end-of-chapter exercises enable readers to consolidate their knowledge. Many chapters end with a section on “Practical Considerations” that addresses typical tradeoffs encountered in implementation. The book provides the first unified treatment of the topic, written for a wide audience that includes researchers and graduate students in applied mathematics, engineering, computer science, physics, and economics.
Human Computer Systems Interaction
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Author : Zdzisław S. Hippe
language : en
Publisher: Springer
Release Date : 2017-08-18
Human Computer Systems Interaction written by Zdzisław S. Hippe and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-18 with Technology & Engineering categories.
This book presents a fascinating, state-of-the-art collection of papers on the recent advances in human-computer systems interaction (H-CSI). It offers a detailed description of the status quo in the H-CSI field and also provides a solid base for further development and research in the area. The content is divided into three parts: I. Aid systems for disabled people; II. Decision-making support systems; and III. Information and communication systems. It is intended for a wide audience of readers who are not necessarily experts in computer science, machine learning or knowledge engineering, but are interested in human-computer systems interaction, and the combination of general and specific papers offers readers deeper insights than might be gleaned from research papers or talks at conferences. It touches on all the current hot topics in the field of H-CSI.
Measure Valued Differentiations For Finite Products Of Measures
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Author : Haralambie Leahu
language : en
Publisher: Rozenberg Publishers
Release Date : 2008
Measure Valued Differentiations For Finite Products Of Measures written by Haralambie Leahu and has been published by Rozenberg Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
23rd Dasc
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Author :
language : en
Publisher:
Release Date : 2004
23rd Dasc written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Air traffic control categories.
Nonlinear Dynamics Of Production Systems
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Author : Günter Radons
language : en
Publisher: John Wiley & Sons
Release Date : 2006-03-06
Nonlinear Dynamics Of Production Systems written by Günter Radons 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 2006-03-06 with Science categories.
This reference work provides a comprehensive insight into past developments in the application of non-linear dynamics, such as production systems in the manufacturing and process engineering, mechanical engineering and plant construction and automation technology. As such, it is the first publication to document the successful implementation of non-linear dynamics into current tasks or problems of engineering thus far unsolved. The interdisciplinary team of contributors from research and industry establishes ties between mechanical methods of manufacturing and new methods reaching the dynamics of production lines and complete production systems.
American Book Publishing Record
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Author :
language : en
Publisher:
Release Date : 2007
American Book Publishing Record written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with American literature categories.