Simulation-Driven Modeling and Optimization: ASDOM, Reykjavik, August 2014

Front Matter....Pages i-viii
Numerical Aspects of Model Order Reduction for Gas Transportation Networks....Pages 1-28
Parameter Studies for Energy Networks with Examples from Gas Transport....Pages 29-54
Fast Multi-Objective Aerodynamic Optimization Using Space-Mapping-Corrected Multi-Fidelity Models and Kriging Interpolation....Pages 55-73
Assessment of Inverse and Direct Methods for Airfoil and Wing Design....Pages 75-109
Performance Optimization of EBG-Based Common Mode Filters for Signal Integrity Applications....Pages 111-133
Unattended Design of Wideband Planar Filters Using a Two-Step Aggressive Space Mapping (ASM) Optimization Algorithm....Pages 135-159
Two-Stage Gaussian Process Modeling of Microwave Structures for Design Optimization....Pages 161-184
Efficient Reconfigurable Microstrip Patch Antenna Modeling Exploiting Knowledge Based Artificial Neural Networks....Pages 185-206
Expedited Simulation-Driven Multi-Objective Design Optimization of Quasi-Isotropic Dielectric Resonator Antenna....Pages 207-231
Optimal Design of Photonic Crystal Nanostructures....Pages 233-260
Design Optimization of LNAs and Reflectarray Antennas Using the Full-Wave Simulation-Based Artificial Intelligence Models with the Novel Metaheuristic Algorithms....Pages 261-298
Stochastic Decision-Making in Waste Management Using a Firefly Algorithm-Driven Simulation-Optimization Approach for Generating Alternatives....Pages 299-323
Linear and Nonlinear System Identification Using Evolutionary Optimisation....Pages 325-345
A Surrogate-Model-Assisted Evolutionary Algorithm for Computationally Expensive Design Optimization Problems with Inequality Constraints....Pages 347-370
Sobol Indices for Dimension Adaptivity in Sparse Grids....Pages 371-395
Back Matter....Pages 397-404