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Simulation-Driven Design by Knowledge-Based Response Correction Techniques (Hardcover, 1st ed. 2016) Loot Price: R2,491
Discovery Miles 24 910
Simulation-Driven Design by Knowledge-Based Response Correction Techniques (Hardcover, 1st ed. 2016): Slawomir Koziel, Leifur...

Simulation-Driven Design by Knowledge-Based Response Correction Techniques (Hardcover, 1st ed. 2016)

Slawomir Koziel, Leifur Leifsson

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Loot Price R2,491 Discovery Miles 24 910 | Repayment Terms: R233 pm x 12*

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Focused on efficient simulation-driven multi-fidelity optimization techniques, this monograph on simulation-driven optimization covers simulations utilizing physics-based low-fidelity models, often based on coarse-discretization simulations or other types of simplified physics representations, such as analytical models. The methods presented in the book exploit as much as possible any knowledge about the system or device of interest embedded in the low-fidelity model with the purpose of reducing the computational overhead of the design process. Most of the techniques described in the book are of response correction type and can be split into parametric (usually based on analytical formulas) and non-parametric, i.e., not based on analytical formulas. The latter, while more complex in implementation, tend to be more efficient. The book presents a general formulation of response correction techniques as well as a number of specific methods, including those based on correcting the low-fidelity model response (output space mapping, manifold mapping, adaptive response correction and shape-preserving response prediction), as well as on suitable modification of design specifications. Detailed formulations, application examples and the discussion of advantages and disadvantages of these techniques are also included. The book demonstrates the use of the discussed techniques for solving real-world engineering design problems, including applications in microwave engineering, antenna design, and aero/hydrodynamics.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Release date: May 2016
First published: 2016
Authors: Slawomir Koziel • Leifur Leifsson
Dimensions: 235 x 155 x 18mm (L x W x T)
Format: Hardcover
Pages: 262
Edition: 1st ed. 2016
ISBN-13: 978-3-319-30113-6
Categories: Books > Science & Mathematics > Mathematics > Optimization > General
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
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LSN: 3-319-30113-6
Barcode: 9783319301136

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