Simulation-Driven Design

Slawomir Koziel and Leifur Leifsson
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Slawomir Koziel: Reykjavik University, Engineering Optimization & Modeling Center
Leifur Leifsson: Iowa State University, Department of Aerospace Engineering

Chapter Chapter 2 in Simulation-Driven Design by Knowledge-Based Response Correction Techniques, 2016, pp 7-13 from Springer

Abstract: 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 .

Keywords: Pareto Front; Computational Fluid Dynamic Simulation; Microring Resonator; Aerodynamic Shape; Aerodynamic Shape Optimization (search for similar items in EconPapers)
Date: 2016
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-319-30115-0_2

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DOI: 10.1007/978-3-319-30115-0_2

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