Koziel, Slawomir

Surrogate-Based Modeling and Optimization

Koziel, Slawomir - Surrogate-Based Modeling and Optimization, ebook


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ISBN: 9781461475514
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Table of contents

1. Space Mapping for Electromagnetic-Simulation-Driven Design Optimization
Slawomir Koziel, Leifur Leifsson, Stanislav Ogurtsov

2. Surrogate-Based Circuit Design Centering
Abdel-Karim S. O. Hassan, Ahmed S. A. Mohamed

3. Simulation-Driven Antenna Design Using Surrogate-Based Optimization
Slawomir Koziel, Stanislav Ogurtsov, Leifur Leifsson

4. Practical Application of Space Mapping Techniques to the Synthesis of CSRR-Based Artificial Transmission Lines
Ana Rodríguez, Jordi Selga, Ferran Martín, Vicente E. Boria

5. The Efficiency of Difference Mapping in Space Mapping-Based Optimization
Murat Simsek, Neslihan Serap Sengor

6. Bayesian Support Vector Regression Modeling of Microwave Structures for Design Applications
J. Pieter Jacobs, Slawomir Koziel, Leifur Leifsson

7. Artificial Neural Networks and Space Mapping for EM-Based Modeling and Design of Microwave Circuits
José Ernesto Rayas-Sánchez

8. Model-Based Variation-Aware Integrated Circuit Design
Ting Zhu, Mustafa Berke Yelten, Michael B. Steer, Paul D. Franzon

9. Computing Surrogates for Gas Network Simulation Using Model Order Reduction
Sara Grundel, Nils Hornung, Bernhard Klaassen, Peter Benner, Tanja Clees

10. Aerodynamic Shape Optimization by Space Mapping
Leifur Leifsson, Slawomir Koziel, Eirikur Jonsson, Stanislav Ogurtsov

11. Efficient Robust Design with Stochastic Expansions
Yi Zhang, Serhat Hosder

12. Surrogate Models for Aerodynamic Shape Optimisation
Selvakumar Ulaganathan, Nikolaos Asproulis

13. Knowledge-Based Surrogate Modeling in Engineering Design Optimization
Qian Xu, Erich Wehrle, Horst Baier

14. Switching Response Surface Models for Structural Health Monitoring of Bridges
Keith Worden, Elizabeth J. Cross, James M. W. Brownjohn

15. Surrogate Modeling of Stability Constraints for Optimization of Composite Structures
S. Grihon, E. Burnaev, M. Belyaev, P. Prikhodko

16. Engineering Optimization and Industrial Applications
Xin-She Yang

Keywords: Mathematics, Mathematical Modeling and Industrial Mathematics, Aerospace Technology and Astronautics, Control, Calculus of Variations and Optimal Control, Optimization, Operations Research, Management Science, Computational Mathematics and Numerical Analysis

Publication year
Page amount
8 pages
Natural Sciences

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