Uncertainty Quantification in Variational Inequalities Uncertainty Quantification in Variational Inequalities

Uncertainty Quantification in Variational Inequalities

Theory, Numerics, and Applications

Joachim Gwinner والمزيد
    • ‏59٫99 US$
    • ‏59٫99 US$

وصف الناشر

Uncertainty Quantification (UQ) is an emerging and extremely active research discipline which aims to quantitatively treat any uncertainty in applied models. The primary objective of Uncertainty Quantification in Variational Inequalities: Theory, Numerics, and Applications is to present a comprehensive treatment of UQ in variational inequalities and some of its generalizations emerging from various network, economic, and engineering models. Some of the developed techniques also apply to machine learning, neural networks, and related fields.

Features First book on UQ in variational inequalities emerging from various network, economic, and engineering models Completely self-contained and lucid in style Aimed for a diverse audience including applied mathematicians, engineers, economists, and professionals from academia Includes the most recent developments on the subject which so far have only been available in the research literature

النوع
علم وطبيعة
تاريخ النشر
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٢٤ ديسمبر
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
CRC Press
البائع
Taylor & Francis Group
الحجم
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‫م.ب.‬
Mathematical Programming with Data Perturbations Mathematical Programming with Data Perturbations
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Nonlinear Elliptic Partial Differential Equations Nonlinear Elliptic Partial Differential Equations
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Sobolev Spaces on Metric Measure Spaces Sobolev Spaces on Metric Measure Spaces
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Multi-Valued Variational Inequalities and Inclusions Multi-Valued Variational Inequalities and Inclusions
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Stationary Processes and Discrete Parameter Markov Processes Stationary Processes and Discrete Parameter Markov Processes
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Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization
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