Simulation-Driven Design by Knowledge-Based Response Correction Techniques

Slawomir Koziel () and Leifur Leifsson ()
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Slawomir Koziel: Reykjavik University, Eng. Optimization & Modeling Center
Leifur Leifsson: Iowa State University, College of Engineering

in Springer Books from Springer

Date: 2016
ISBN: 978-3-319-30115-0
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Chapters in this book:

Ch Chapter 1 Introduction

Slawomir Koziel and Leifur Leifsson

Ch Chapter 10 Enhancing Response Correction Techniques by Adjoint Sensitivity

Slawomir Koziel and Leifur Leifsson

Ch Chapter 11 Multi-objective Optimization Using Variable-Fidelity Models and Response Correction

Slawomir Koziel and Leifur Leifsson

Ch Chapter 12 Physics-Based Surrogate Modeling Using Response Correction

Slawomir Koziel and Leifur Leifsson

Ch Chapter 13 Summary and Discussion

Slawomir Koziel and Leifur Leifsson

Ch Chapter 2 Simulation-Driven Design

Slawomir Koziel and Leifur Leifsson

Ch Chapter 3 Fundamentals of Numerical Optimization

Slawomir Koziel and Leifur Leifsson

Ch Chapter 4 Introduction to Surrogate Modeling and Surrogate-Based Optimization

Slawomir Koziel and Leifur Leifsson

Ch Chapter 5 Design Optimization Using Response Correction Techniques

Slawomir Koziel and Leifur Leifsson

Ch Chapter 6 Surrogate-Based Optimization Using Parametric Response Correction

Slawomir Koziel and Leifur Leifsson

Ch Chapter 7 Nonparametric Response Correction Techniques

Slawomir Koziel and Leifur Leifsson

Ch Chapter 8 Expedited Simulation-Driven Optimization Using Adaptively Adjusted Design Specifications

Slawomir Koziel and Leifur Leifsson

Ch Chapter 9 Surrogate-Assisted Design Optimization Using Response Features

Slawomir Koziel and Leifur Leifsson

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

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