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Numerical Methods in Sensitivity Analysis and Shape Optimization
Emmanuel Laporte
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Description for Numerical Methods in Sensitivity Analysis and Shape Optimization
Paperback. Series: Modeling and Simulation in Science, Engineering and Technology. Num Pages: 211 pages, biography. BIC Classification: PBKS; PBU; PBW; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 12. Weight in Grams: 338.
Sensitivity analysis and optimal shape design are key issues in engineering that have been affected by advances in numerical tools currently available. This book, and its supplementary online files, presents basic optimization techniques that can be used to compute the sensitivity of a given design to local change, or to improve its performance by local optimization of these data. The relevance and scope of these techniques have improved dramatically in recent years because of progress in discretization strategies, optimization algorithms, automatic differentiation, software availability, and the power of personal computers. Numerical Methods in Sensitivity Analysis and ... Read more
Sensitivity analysis and optimal shape design are key issues in engineering that have been affected by advances in numerical tools currently available. This book, and its supplementary online files, presents basic optimization techniques that can be used to compute the sensitivity of a given design to local change, or to improve its performance by local optimization of these data. The relevance and scope of these techniques have improved dramatically in recent years because of progress in discretization strategies, optimization algorithms, automatic differentiation, software availability, and the power of personal computers. Numerical Methods in Sensitivity Analysis and ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer-Verlag New York Inc.
Condition
New
Series
Modeling and Simulation in Science, Engineering and Technology
Number of Pages
194
Place of Publication
New York, United States
ISBN
9781461265986
SKU
V9781461265986
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Numerical Methods in Sensitivity Analysis and Shape Optimization
The focus of this book is finite-dimensional constrained optimization problems which arise by discretizing shape optimization problems of [a particular] type.... In the major part of the book the authors recall the basic principles of constrained optimization, describe variants of Newton's algorithm to solve the necessary optimality conditions and discuss analytic and automatic techniques to calculate the derivative of j ... Read more