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Bayesian Process Monitoring, Control and Optimization, 


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Название:  Bayesian Process Monitoring, Control and Optimization
ISBN: 9780367389949
Издательство: Taylor&Francis
Классификация:


ISBN-10: 0367389940
Обложка/Формат: Paperback
Страницы: 348
Вес: 1.42 кг.
Дата издания: 27.09.2019
Язык: English
Размер: 234 x 155 x 20
Читательская аудитория: Tertiary education (us: college)
Основная тема: SPC/Reliability/Quality Control
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Although there are many Bayesian statistical books that focus on biostatistics and economics, there are few that address the problems faced by engineers. Bayesian Process Monitoring, Control and Optimization resolves this need, showing you how to oversee, adjust, and optimize industrial processes.

Bridging the gap between application and development, this reference adopts Bayesian approaches for actual industrial practices. Divided into four parts, it begins with an introduction that discusses inferential problems and presents modern methods in Bayesian computation. The next part explains statistical process control (SPC) and examines both univariate and multivariate process monitoring techniques. Subsequent chapters present Bayesian approaches that can be used for time series data analysis and process control. The contributors include material on the Kalman filter, radar detection, and discrete part manufacturing. The last part focuses on process optimization and illustrates the application of Bayesian regression to sequential optimization, the use of Bayesian techniques for the analysis of saturated designs, and the function of predictive distributions for optimization.

Written by international contributors from academia and industry, Bayesian Process Monitoring, Control and Optimization provides up-to-date applications of Bayesian processes for industrial, mechanical, electrical, and quality engineers as well as applied statisticians.




Distribution-Free Methods for Statistical Process Monitoring and Control

Автор: Koutras Markos V., Triantafyllou Ioannis S.
Название: Distribution-Free Methods for Statistical Process Monitoring and Control
ISBN: 3030250806 ISBN-13(EAN): 9783030250805
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: It provides an up-to-date overview of nonparametric Shewhart-type univariate control charts, and reviews the recent literature on nonparametric charts, particularly multivariate schemes.

Bayesian Optimization for Materials Science

Автор: Daniel Packwood
Название: Bayesian Optimization for Materials Science
ISBN: 9811067805 ISBN-13(EAN): 9789811067808
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Finally, Chapter 3 discusses an application of Bayesian optimization to a complicated structure optimization problem in computational surface science.Bayesian optimization is a promising global optimization technique that originates in the field of machine learning and is starting to gain attention in materials science.

Continuous-time Stochastic Control and Optimization with Financial Applications

Автор: Huyen Pham
Название: Continuous-time Stochastic Control and Optimization with Financial Applications
ISBN: 3540894993 ISBN-13(EAN): 9783540894995
Издательство: Springer
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Цена: 9083.00 р.
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Описание: This text provides a systematic treatment of stochastic optimization problems applied to finance by presenting the different existing methods: dynamic programming, viscosity solutions, backward stochastic differential equations and martingale duality methods.

Optimal Control and Optimization of Stochastic Supply Chain Systems

Автор: Song
Название: Optimal Control and Optimization of Stochastic Supply Chain Systems
ISBN: 1447147235 ISBN-13(EAN): 9781447147237
Издательство: Springer
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Цена: 20896.00 р.
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Описание: This book demonstrates the structural characteristics of the optimal control policies in various stochastic supply chains and to shows how to make use of these characteristics to construct easy-to-operate sub-optimal policies.

Stochastic Scheduling

Автор: Sarin
Название: Stochastic Scheduling
ISBN: 1107637902 ISBN-13(EAN): 9781107637900
Издательство: Cambridge Academ
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Цена: 10613.00 р.
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Описание: In a stochastic environment, in which the processing time of a job is not known with certainty, a schedule is typically analyzed based on the expected value of a performance measure. This book presents algorithms to determine the variability of a schedule under various machine configurations and objective functions.

Stochastic Processes, Finance And Control: A Festschrift In Honor Of Robert J Elliott

Автор: Cohen Samuel N Et Al
Название: Stochastic Processes, Finance And Control: A Festschrift In Honor Of Robert J Elliott
ISBN: 9814383309 ISBN-13(EAN): 9789814383301
Издательство: World Scientific Publishing
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Цена: 30096.00 р.
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Описание: Consists of a series of peer-reviewed papers in stochastic processes, analysis, filtering and control, with particular emphasis on mathematical finance, actuarial science and engineering. This book is of interest to researchers and practitioners.

Process Simulation and Optimization in Sustainable Logistics and Manufacturing

Автор: Pawel Pawlewski; Allen Greenwood
Название: Process Simulation and Optimization in Sustainable Logistics and Manufacturing
ISBN: 331907346X ISBN-13(EAN): 9783319073460
Издательство: Springer
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Цена: 18284.00 р.
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Описание: The aim of this book is to present qualitative aspects of logistics operations and supply chain management which help to implement the sustainable policy principles in the companies and public sector`s institutions.

Analysis, Control and Optimization of Complex Dynamic Systems

Автор: El-K?bir Boukas; Roland P. Malham?
Название: Analysis, Control and Optimization of Complex Dynamic Systems
ISBN: 1489996095 ISBN-13(EAN): 9781489996091
Издательство: Springer
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Цена: 15372.00 р.
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Описание: Analysis, Control and Optimization of Complex Dynamic Systems gathers in a single volume a spectrum of complex dynamic systems related papers written by experts in their fields, and strongly representative of current research trends.

Optimal Control and Optimization of Stochastic Supply Chain Systems

Автор: Dong-Ping Song
Название: Optimal Control and Optimization of Stochastic Supply Chain Systems
ISBN: 1447158547 ISBN-13(EAN): 9781447158547
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book demonstrates the structural characteristics of the optimal control policies in various stochastic supply chains and to shows how to make use of these characteristics to construct easy-to-operate sub-optimal policies.

Optimization in Quality Control

Автор: Khalaf S. Sultan; M. A. Rahim
Название: Optimization in Quality Control
ISBN: 0792398890 ISBN-13(EAN): 9780792398899
Издательство: Springer
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Цена: 30606.00 р.
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Описание: Presents a survey of optimization in quality, and focuses on industrial and national competitiveness. Some of the topics covered in this volume include: fundamentals of optimization techniques; contemporary approaches to optimization; models in process control; economic design of control charts; and, determining optimal target values.

Process Optimization

Автор: Enrique del Castillo
Название: Process Optimization
ISBN: 144194396X ISBN-13(EAN): 9781441943965
Издательство: Springer
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Цена: 12850.00 р.
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Описание: This is an ideal textbook for students of experimental optimization techniques used in industrial production processes. It presents a detailed treatment of Bayesian Optimization approaches and it contains a mix of technical and practical sections.

Optimization in Quality Control

Автор: Khalaf S. Sultan; M. A. Rahim
Название: Optimization in Quality Control
ISBN: 1461378192 ISBN-13(EAN): 9781461378198
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.


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