Real-Time PDE-Constrained Optimization

Language: English

Published by Society for Industrial and Applied Mathematics,U.S., US, 2007

0898716217 / 9780898716214

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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. …

Seller Inventory # LU-9780898716214

Title
Real-Time PDE-Constrained Optimization
Author
Omar Ghattas
Publisher
Society for Industrial and Applied Mathematics,U.S., US
Publication year
2007
Condition
New
Binding
Paperback
Language
English
ISBN 10
0898716217
ISBN 13
9780898716214
Item weight
576 grams
Dimensions
19.69 x 2.54 x 24.77 cm

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