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2016 | OriginalPaper | Chapter

2. Simulation-Driven Design

Authors : Slawomir Koziel, Leifur Leifsson

Published in: Simulation-Driven Design by Knowledge-Based Response Correction Techniques

Publisher: Springer International Publishing

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Abstract

In this chapter, the simulation-driven design task is formulated as a nonlinear minimization problem. Among others, we introduce the notation used throughout the book, discuss typical design objectives and constraints, as well as describe common challenges, mostly related to the high computational cost of evaluating simulation models of the devices and systems under consideration. A brief outline of conventional numerical optimization methods is provided in Chap. 3. The concept of surrogate-based optimization is discussed, including various types of surrogate models, in Chap. 4.

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previous chapter Introduction
next chapter Fundamentals of Numerical Optimization
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Metadata
Title
Simulation-Driven Design
Authors
Slawomir Koziel
Leifur Leifsson
Copyright Year
2016
Book
Simulation-Driven Design by Knowledge-Based Response Correction Techniques

Print ISBN: 978-3-319-30113-6

Electronic ISBN: 978-3-319-30115-0

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-319-30115-0_2

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