Introduction to uncertainty quantification. (2015)

• Record Type: Book
• Further Information: Note: T.J. Sullivan.
• Authors: Sullivan, T. J
• Contents: Introduction -- Measure and Probability Theory -- Banach and Hilbert Spaces -- Optimization Theory -- Measures of Information and Uncertainty -- Bayesian Inverse Problems -- Filtering and Data Assimilation -- Orthogonal Polynomials and Applications -- Numerical Integration -- Sensitivity Analysis and Model Reduction -- Spectral Expansions -- Stochastic Galerkin Methods -- Non-Intrusive Methods -- Distributional Uncertainty -- References -- Index.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (xii, 342 pages), illustrations
• Subjects: 519.2; Mathematics; Uncertainty -- Mathematical models; Uncertainty -- Mathematical models; Mathematical Statistics; Mathematics; Physical Sciences & Mathematics; Mathematics -- Applied; Mathematics -- Number Systems; Science -- Mathematical Physics; Optimization; Numerical analysis; Maths for engineers; Mathematical physics; Distribution (Probability theory); Mathematical optimization; Numerical analysis; Engineering mathematics; Mathematics -- Probability & Statistics -- General; Probability & statistics; Electronic books
• Languages: English
• ISBNs: 9783319233956; 3319233955; 3319233947; 9783319233949
• Related ISBNs: 9783319233949
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed December 30, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.