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Real-Time PDE-Constrained Optimization (Computational Science and Engineering)
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Real-Time PDE-Constrained Optimization (Computational Science and Engineering)
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Real-Time PDE-Constrained Optimization (Computational Science and Engineering)

US $45.12
ApproximatelyC $62.59
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    eBay item number:335533641907
    Last updated on Dec 03, 2024 05:41:13 ESTView all revisionsView all revisions

    Item specifics

    Condition
    Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
    ISBN
    9780898716214

    About this product

    Product Identifiers

    Publisher
    Society for Industrial AND Applied Mathematics
    ISBN-10
    0898716217
    ISBN-13
    9780898716214
    eBay Product ID (ePID)
    60651451

    Product Key Features

    Number of Pages
    336 Pages
    Language
    English
    Publication Name
    Real-Time Pde-Constrained Optimization
    Publication Year
    2007
    Subject
    General, Differential Equations / Partial, Optimization
    Type
    Textbook
    Author
    Omar Ghattas
    Subject Area
    Mathematics
    Series
    Computational Science and Engineering Ser.
    Format
    Trade Paperback

    Dimensions

    Item Height
    0.8 in
    Item Weight
    20.6 Oz
    Item Length
    9 in
    Item Width
    6 in

    Additional Product Features

    Intended Audience
    Scholarly & Professional
    LCCN
    2006-051292
    Dewey Edition
    22
    Illustrated
    Yes
    Dewey Decimal
    519.6
    Table Of Content
    Preface; Part I. Concepts and Properties of Real-Time, Online Strategies: 1. Constrained optimal feedback control for DAE; 2. A stabilizing real-time implementation of NMPC; 3. Numerical feedback controller design for PDE systems using model reduction: techniques and case studies; 4. Least-squares methods for optimization; Part II. Fast PDE-Constrained Optimization Solvers: 5. Space-time multigrid methods for solving unsteady optimal control problem; 6. A time-parallel implicit methodology for the near-real-time solution of systems of linear oscillators; 7. Generalized SQP-methods with 'parareal' time-domain decomposition for time-dependent PDE-constrained optimization; 8. Simultaneous pseudo-timestepping for state constrained optimization problems in aerodynamics; 9. The effect of the digital filter stepsize control on control optimization performance; Part III. Reduced Order Modeling: 10. Certified rapid solution of partial differential equations for real-time parameter estimation and optimization; 11. WillcoxMOR; 12. Feedback control of flow separation; Part IV. Applications: 13. Shape and topological sensitivity; 14. COFIR: Coarse and fine image registration; 15. Real-time, large scale optimization of water network systems using a subdomain approach; Index.
    Synopsis
    Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs - and the requirement for rapid solution - pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution, i.e., in time scales that are sufficiently rapid to support simulation-based decision making. Real-Time PDE-Constrained Optimization, the first book devoted to real-time optimization for systems governed by PDEs, focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state-of-the-art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in the areas of aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics., Focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state of the art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics., Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs - and the requirement for rapid solution - pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution, i.e., in time scales that are sufficiently rapid to support simulation-based decision making. Real-Time PDE-Constrained Optimization, the first book devoted to real-time optimization for systems governed by PDEs, focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state-of-the-art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in the areas of aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics. Despite difficulties, there is a pressing need to capitalize on continuing advances in computing power to develop optimization methods that will replace simple rule-based decision making with optimized decisions based on complex PDE simulations.
    LC Classification Number
    QA402.5 .R41 2007

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