Simulation-Driven Modeling and Optimization

1. Numerical Aspects of Model Order Reduction for Gas Transportation Networks
Sara Grundel, Nils Hornung, Sarah Roggendorf

2. Parameter Studies for Energy Networks with Examples from Gas Transport
Tanja Clees

3. Fast Multi-Objective Aerodynamic Optimization Using Space-Mapping-Corrected Multi-Fidelity Models and Kriging Interpolation
Leifur Leifsson, Slawomir Koziel, Yonatan Tesfahunegn, Adrian Bekasiewicz

4. Assessment of Inverse and Direct Methods for Airfoil and Wing Design
Mengmeng Zhang, Arthur William Rizzi

5. Performance Optimization of EBG-Based Common Mode Filters for Signal Integrity Applications
Carlo Olivieri, Francesco Paulis, Antonio Orlandi, Slawomir Koziel

6. Unattended Design of Wideband Planar Filters Using a Two-Step Aggressive Space Mapping (ASM) Optimization Algorithm
Marc Sans, Jordi Selga, Ana Rodríguez, Paris Vélez, Vicente E. Boria, Jordi Bonache, Ferran Martín

7. Two-Stage Gaussian Process Modeling of Microwave Structures for Design Optimization
J. Pieter Jacobs, Slawomir Koziel

8. Efficient Reconfigurable Microstrip Patch Antenna Modeling Exploiting Knowledge Based Artificial Neural Networks
Murat Simsek, Ashrf Aoad

9. Expedited Simulation-Driven Multi-Objective Design Optimization of Quasi-Isotropic Dielectric Resonator Antenna
Adrian Bekasiewicz, Slawomir Koziel, Wlodzimierz Zieniutycz, Leifur Leifsson

10. Optimal Design of Photonic Crystal Nanostructures
Abdel-Karim S. O. Hassan, Nadia H. Rafat, Ahmed S. A. Mohamed

11. Design Optimization of LNAs and Reflectarray Antennas Using the Full-Wave Simulation-Based Artificial Intelligence Models with the Novel Metaheuristic Algorithms
Filiz Güneş, Salih Demirel, Selahattin Nesil

12. Stochastic Decision-Making in Waste Management Using a Firefly Algorithm-Driven Simulation-Optimization Approach for Generating Alternatives
Raha Imanirad, Xin-She Yang, Julian Scott Yeomans

13. Linear and Nonlinear System Identification Using Evolutionary Optimisation
K. Worden, I. Antoniadou, O. D. Tiboaca, G. Manson, R. J. Barthorpe

14. A Surrogate-Model-Assisted Evolutionary Algorithm for Computationally Expensive Design Optimization Problems with Inequality Constraints
Bo Liu, Qingfu Zhang, Georges Gielen

15. Sobol Indices for Dimension Adaptivity in Sparse Grids
Richard P. Dwight, Stijn G. L. Desmedt, Pejman Shoeibi Omrani

Keywords: Mathematics, Calculus of Variations and Optimal Control; Optimization, Mathematical Modeling and Industrial Mathematics, Computational Science and Engineering