Surrogate-based modeling and optimization applications in engineering Slawomir Koziel, Leifur Leifsson, editors

Format:

Book

Contributor:

Koziel, Slawomir

Leifsson, Leifur

Language:

English

Subjects (All):

Engineering--Computer simulation.

Engineering.

Computer-aided engineering.

Engineering design--Mathematical models.

Engineering design.

Mathematical optimization.

computer-aided engineering.

Physical Description:

1 online resource

Place of Publication:

New York, NY Springer ©2013

Language Note:

English

System Details:

text file

PDF

Summary:

This book is about surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. It begins by presenting the basic concepts and formulations of the surrogate-based modeling and optimization paradigm and then discusses relevant modeling techniques, optimization algorithms and design procedures, as well as state-of-the-art developments

Contents:

Space Mapping for Electromagnetic-Simulation-Driven Design Optimization Slawomir Koziel, Leifur Leifsson Surrogate-Based Circuit Design Centering Abdel-Karim S.O. Hassan, Ahmed S.A. Mohamed Simulation-Driven Antenna Design Using Surrogate-Based Optimization Slawomir Koziel, Stanislav Ogurtsov Practical Application of Space Mapping Techniques to the Synthesis of CSRR-Based Artificial Transmission Lines Ana Rodríguez, Jordi Selga, Ferran Martín The Efficiency of Difference Mapping in Space Mapping-Based Optimization Murat Simsek, Neslihan Serap Sengor Bayesian Support Vector Regression Modeling of Microwave Structures for Design Applications J. Pieter Jacobs, Slawomir Koziel Artificial Neural Networks and Space Mapping for EM-Based Modeling and Design of Microwave Circuits José Ernesto Rayas-Sánchez Model-Based Variation-Aware Integrated Circuit Design Ting Zhu, Mustafa Berke Yelten Computing Surrogates for Gas Network Simulation Using Model Order Reduction Sara Grundel, Nils Hornung, Bernhard Klaassen Aerodynamic Shape Optimization by Space Mapping Leifur Leifsson, Slawomir Koziel Efficient Robust Design with Stochastic Expansions Yi Zhang, Serhat Hosder Surrogate Models for Aerodynamic Shape Optimisation Selvakumar Ulaganathan, Nikolaos Asproulis Knowledge-Based Surrogate Modeling in Engineering Design Optimization Qian Xu, Erich Wehrle, Horst Baier Switching Response Surface Models for Structural Health Monitoring of Bridges Keith Worden, Elizabeth J. Cross Surrogate Modeling of Stability Constraints for Optimization of Composite Structures S. Grihon, E. Burnaev, M. Belyaev Engineering Optimization and Industrial Applications Xin-She Yang

Notes:

Includes bibliographical references

Other Format:

Print version Surrogate-based modeling and optimization

ISBN:

9781461475514

1461475511

1461475503

9781461475507

OCLC:

847991123

Publisher Number:

(WaSeSS)ssj0000936137

Access Restriction:

Restricted for use by site license