[图书][B] Multi-objective design of antennas using surrogate models

S Koziel, A Bekasiewicz - 2016 - books.google.com
This book addresses computationally-efficient multi-objective optimization of antenna
structures using variable-fidelity electromagnetic simulations, surrogate modeling …

[图书][B] Simulation-driven design by knowledge-based response correction techniques

S Koziel, L Leifsson - 2016 - Springer
Computer simulation models have become the most important design tools in the majority of
engineering disciplines. They are used for verification purposes but also directly in the …

[HTML][HTML] Dimensionality reduction for parametric design exploration

J Harding - Advances in architectural geometry, 2016 - books.google.com
In architectural design, parametric models often include numeric parameters that can be
adjusted during design exploration. The resulting design space can be easily displayed to …

[图书][B] Simulation-based optimization of antenna arrays

S Koziel, S Ogurtsov - 2019 - World Scientific
Computer-aided design (CAD) of antenna arrays is becoming a common practice these
days. In a significant part, this is due to development of computational electromagnetics …

Multi-stage design space reduction and metamodeling optimization method based on self-organizing maps and fuzzy clustering

H Qiu, Y Xu, L Gao, X Li, L Chi - Expert Systems with Applications, 2016 - Elsevier
Abstract Design space exploration and metamodeling techniques have gained rapid
dominance in complex engineering design problems. It is observed that the modeling …

Strategies for computationally feasible multi-objective simulation-driven design of compact RF/microwave components

S Koziel, A Bekasiewicz - Engineering Computations, 2016 - emerald.com
Purpose–Strategies for accelerated multi-objective optimization of compact microwave and
RF structures are investigated, including the possibility of exploiting surrogate modeling …

Multi-objective design optimization of Planar Yagi-Uda antenna using physics-based surrogates and rotational design space reduction

S Koziel, A Bekasiewicz, L Leifsson - Procedia Computer Science, 2015 - Elsevier
A procedure for low-cost multi-objective design optimization of antenna structures is
discussed. The major stages of the optimization process include:(i) an initial reduction of the …

Accurate Post-processing of Spatially-Separated Antenna Measurements Realized in Non-Anechoic Environments

A Bekasiewicz, V Waladi, T Dhaene… - International Conference …, 2024 - Springer
Antenna far-field performance is normally evaluated in expensive laboratories that maintain
strict control over the propagation environment. Alternatively, the responses can be …

Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications

A Bekasiewicz, T Dhaene, I Couckuyt… - … on Computational Science, 2024 - Springer
Abstract Design of ultra-wideband antennas for in-door localization applications is a
challenging task. It involves development of geometry that maintains appropriate balance …

TR-Based Antenna Design with Forward FD: The Effects of Step Size on the Optimization Performance

A Bekasiewicz, S Koziel, T Dhaene… - … on Computational Science, 2024 - Springer
Numerical methods are important tools for design of modern antennas. Trust-region (TR)
methods coupled with data-efficient surrogates based on finite differentiation (FD) represent …