Uncertainty Quantification and Stochastic Modeling with Matlab

Author:   Eduardo Souza de Cursi (Professor, National Institute for Applied Sciences, Rouen, France) ,  Rubens Sampaio (Professor, PUC-Rio, Rio de Janeiro, Brazil)
Publisher:   ISTE Press Ltd - Elsevier Inc
ISBN:  

9781785480058


Pages:   456
Publication Date:   25 March 2015
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Uncertainty Quantification and Stochastic Modeling with Matlab


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Author:   Eduardo Souza de Cursi (Professor, National Institute for Applied Sciences, Rouen, France) ,  Rubens Sampaio (Professor, PUC-Rio, Rio de Janeiro, Brazil)
Publisher:   ISTE Press Ltd - Elsevier Inc
Imprint:   ISTE Press Ltd - Elsevier Inc
Dimensions:   Width: 15.20cm , Height: 2.50cm , Length: 22.90cm
Weight:   1.720kg
ISBN:  

9781785480058


ISBN 10:   1785480057
Pages:   456
Publication Date:   25 March 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. ELEMENTS OF PROBABILITY THEORY AND STOCHASTIC PROCESSES 2. MAXIMUM ENTROPY AND INFORMATION 3. REPRESENTATION OF RANDOM VARIABLES 4. LINEAR ALGEBRAIC EQUATIONS UNDER UNCERTAINTY 5. NONLINEAR ALGEBRAIC EQUATIONS INVOLVING RANDOM PARAMETERS 6. DIFFERENTIAL EQUATIONS UNDER UNCERTAINTY 7. OPTIMIZATION UNDER UNCERTAINTY 8. RELIABILITY-BASED OPTIMIZATION

Reviews

...an excellent introduction for newcomers and a practical reference for established practitioners...Practical techniques are illustrated by well-chosen and thoroughly worked-out examples. --MAA Reviews


...an excellent introduction for newcomers and a practical reference for established practitioners.Practical techniques are illustrated by well-chosen and thoroughly worked-out examples. --MAA Reviews, Uncertainty Quantification and Stochastic Modeling with Matlab


...a deepening to the mathematics of uncertainty quantification and stochastic modeling through the tools of functional analysis...the perspective on UQ that runs through this book is firmly grounded in probability theory and Hilbert spaces; the elements of linear functional analysis and measure/probability theory are provided. --Zentralblatt MATH ...an excellent introduction for newcomers and a practical reference for established practitioners...Practical techniques are illustrated by well-chosen and thoroughly worked-out examples. --MAA Reviews


Author Information

Eduardo Souza De Cursi is Professor at the National Institute for Applied Sciences in Rouen, France, where he is also Dean of International Affairs and Director of the Laboratory for the Optimization and Reliability in Structural Mechanics.

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