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Surrogate-Based Modeling and Optimization

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Cover of 'Surrogate-Based Modeling and Optimization'

Table of Contents

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    Book Overview
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    Chapter 1 Space Mapping for Electromagnetic-Simulation-Driven Design Optimization
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    Chapter 2 Surrogate-Based Circuit Design Centering
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    Chapter 3 Simulation-Driven Antenna Design Using Surrogate-Based Optimization
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    Chapter 4 Practical Application of Space Mapping Techniques to the Synthesis of CSRR-Based Artificial Transmission Lines
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    Chapter 5 The Efficiency of Difference Mapping in Space Mapping-Based Optimization
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    Chapter 6 Bayesian Support Vector Regression Modeling of Microwave Structures for Design Applications
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    Chapter 7 Artificial Neural Networks and Space Mapping for EM-Based Modeling and Design of Microwave Circuits
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    Chapter 8 Model-Based Variation-Aware Integrated Circuit Design
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    Chapter 9 Computing Surrogates for Gas Network Simulation Using Model Order Reduction
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    Chapter 10 Aerodynamic Shape Optimization by Space Mapping
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    Chapter 11 Efficient Robust Design with Stochastic Expansions
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    Chapter 12 Surrogate Models for Aerodynamic Shape Optimisation
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    Chapter 13 Knowledge-Based Surrogate Modeling in Engineering Design Optimization
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    Chapter 14 Switching Response Surface Models for Structural Health Monitoring of Bridges
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    Chapter 15 Surrogate Modeling of Stability Constraints for Optimization of Composite Structures
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    Chapter 16 Engineering Optimization and Industrial Applications
Attention for Chapter 9: Computing Surrogates for Gas Network Simulation Using Model Order Reduction
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