Uncertainty Quantification and Stochastic Modeling with Matlab

Written By Eduardo Souza de Cursi
Uncertainty Quantification and Stochastic Modeling with Matlab
  • Publsiher : Elsevier
  • Release : 09 April 2015
  • ISBN : 0081004710
  • Pages : 456 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKUncertainty Quantification and Stochastic Modeling with Matlab


Read or download book entitled Uncertainty Quantification and Stochastic Modeling with Matlab written by Eduardo Souza de Cursi which was release on 09 April 2015, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Uncertainty Quantification (UQ) is a relatively new research area which describes the methods and approaches used to supply quantitative descriptions of the effects of uncertainty, variability and errors in simulation problems and models. It is rapidly becoming a field of increasing importance, with many real-world applications within statistics, mathematics, probability and engineering, but also within the natural sciences. Literature on the topic has up until now been largely based on polynomial chaos, which raises difficulties when considering different types of approximation and does not lead to a unified presentation of the methods. Moreover, this description does not consider either deterministic problems or infinite dimensional ones. This book gives a unified, practical and comprehensive presentation of the main techniques used for the characterization of the effect of uncertainty on numerical models and on their exploitation in numerical problems. In particular, applications to linear and nonlinear systems of equations, differential equations, optimization and reliability are presented. Applications of stochastic methods to deal with deterministic numerical problems are also discussed. Matlab® illustrates the implementation of these methods and makes the book suitable as a textbook and for self-study. Discusses the main ideas of Stochastic Modeling and Uncertainty Quantification using Functional Analysis Details listings of Matlab® programs implementing the main methods which complete the methodological presentation by a practical implementation Construct your own implementations from provided worked examples

Uncertainty Quantification and Stochastic Modeling with Matlab

Uncertainty Quantification and Stochastic Modeling with Matlab
  • Author : Eduardo Souza de Cursi,Rubens Sampaio
  • Publisher : Elsevier
  • Release Date : 2015-04-09
  • Total pages : 456
  • ISBN : 0081004710
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Summary : Uncertainty Quantification (UQ) is a relatively new research area which describes the methods and approaches used to supply quantitative descriptions of the effects of uncertainty, variability and errors in simulation problems and models. It is rapidly becoming a field of increasing importance, with many real-world applications within statistics, mathematics, probability ...

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  • Publisher : Springer
  • Release Date : 2019-06-15
  • Total pages : 1152
  • ISBN : 0081004710
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Summary : This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems ...

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  • Author : Gabriel J. Lord,Catherine E. Powell,Tony Shardlow
  • Publisher : Cambridge University Press
  • Release Date : 2014-08-11
  • Total pages : 520
  • ISBN : 0081004710
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Summary : This book gives a comprehensive introduction to numerical methods and analysis of stochastic processes, random fields and stochastic differential equations, and offers graduate students and researchers powerful tools for understanding uncertainty quantification for risk analysis. Coverage includes traditional stochastic ODEs with white noise forcing, strong and weak approximation, and the ...

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Abstracts for the AGU Western Pacific Geophysics Meeting
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Download or read online Abstracts for the AGU Western Pacific Geophysics Meeting written by , published by which was released on 2004. Get Abstracts for the AGU Western Pacific Geophysics Meeting Books now! Available in PDF, ePub and Kindle....

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Science Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Download or read online Science Abstracts written by , published by which was released on 1995. Get Science Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Rick Vandoorne
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 250
  • ISBN : 0081004710
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Summary : The objective of this study was to quantify and determine trends in the uncertainty in the life cycle cost (LCC) associated with the maintenance and renewal (M&R) of the rail of a railway track under a fixed set of input parameters and conditions. Rail maintenance models were identified in ...

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  • Author : Marco Gribaudo
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 300
  • ISBN : 0081004710
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Summary : Download or read online Quantitative Evaluation of Systems written by Marco Gribaudo, published by Springer Nature which was released on 2020. Get Quantitative Evaluation of Systems Books now! Available in PDF, ePub and Kindle....

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  • Publisher : MIT Press
  • Release Date : 2018-07-27
  • Total pages : 728
  • ISBN : 0081004710
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Summary : An introduction to the quantitative modeling of biological processes, presenting modeling approaches, methodology, practical algorithms, software tools, and examples of current research. The quantitative modeling of biological processes promises to expand biological research from a science of observation and discovery to one of rigorous prediction and quantitative analysis. The rapidly ...

Index to IEEE Publications

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  • Author : Institute of Electrical and Electronics Engineers
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Issues for 1973- cover the entire IEEE technical literature....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
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  • ISBN : 0081004710
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Summary : Download or read online International Aerospace Abstracts written by , published by which was released on 1995. Get International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Download or read online Proceedings of the IEEE Instrumentation and Measurement Technology Conference written by , published by which was released on 2003. Get Proceedings of the IEEE Instrumentation and Measurement Technology Conference Books now! Available in PDF, ePub and Kindle....

International Journal of Materials Product Technology

International Journal of Materials   Product Technology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Download or read online International Journal of Materials Product Technology written by , published by which was released on 2006. Get International Journal of Materials Product Technology Books now! Available in PDF, ePub and Kindle....

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  • Author : Kody Law,Andrew Stuart,Konstantinos Zygalakis
  • Publisher : Springer
  • Release Date : 2015-09-05
  • Total pages : 242
  • ISBN : 0081004710
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Summary : This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches. Specifically the authors develop a unified mathematical framework in which a Bayesian formulation of the problem provides the bedrock for the derivation, development and analysis of algorithms; the many ...

Life Cycle Fatigue Performance of Coastal Slender Bridges Subject to Multi Hazards

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  • Author : Jin Zhu
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 229
  • ISBN : 0081004710
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Summary : Serving as critical links in the transportation network for coastal regions, costal slender bridges could constantly experience complex dynamic interactions with strong winds and/or high waves during extreme weather conditions, in addition to moving vehicles, such as cars, trucks, or trains. Continuously repeated stress cycles as well as corrosive ...

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  • Author : Dao Guo Yang,Tian Long Gu,Huai Ying Zhou,Jian Min Zeng,Zheng Yi Jiang
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2011-02-21
  • Total pages : 3094
  • ISBN : 0081004710
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Summary : This work brings together the latest applications of, and advances in, CAD/CAM/CAE, energy storage and energy development, mining machinery manufacturing, new energy equipment and manufacturing, cloud manufacturing and extreme manufacturing, bio-manufacturing, enterprise informationization, integrated manufacturing systems, quality monitoring and control of manufacturing processes, measurement control technologies and intelligent ...