Space mapping: the state of the art
We review the space-mapping (SM) technique and the SM-based surrogate (modeling)
concept and their applications in engineering design optimization. For the first time, we …
concept and their applications in engineering design optimization. For the first time, we …
Review of multi-fidelity models
MG Fernández-Godino - arXiv preprint arXiv:1609.07196, 2016 - arxiv.org
This article provides an overview of multi-fidelity modeling trends. Fidelity in modeling refers
to the level of detail and accuracy provided by a predictive model or simulation. Generally …
to the level of detail and accuracy provided by a predictive model or simulation. Generally …
Advanced RF and microwave design optimization: A journey and a vision of future trends
JE Rayas-Sánchez, S Koziel… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In this paper, we outline the historical evolution of RF and microwave design optimization
and envisage imminent and future challenges that will be addressed by the next generation …
and envisage imminent and future challenges that will be addressed by the next generation …
Space mapping
Microwave CAD has its roots in the 1960s [1]. Its practice saw the enrichment of circuit-
based model libraries, advances in EM and circuit simulation accuracy, and the refinement …
based model libraries, advances in EM and circuit simulation accuracy, and the refinement …
[图书][B] Antenna design by simulation-driven optimization
S Koziel, S Ogurtsov - 2014 - Springer
Design of contemporary antenna structures heavily relies on electromagnetic (EM)
simulations. Accurate reflection and radiation responses of many antenna geometries can …
simulations. Accurate reflection and radiation responses of many antenna geometries can …
A space-mapping framework for engineering optimization—Theory and implementation
S Koziel, JW Bandler, K Madsen - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
This paper presents a comprehensive approach to engineering design optimization
exploiting space mapping (SM). The algorithms employ input SM and a new generalization …
exploiting space mapping (SM). The algorithms employ input SM and a new generalization …
Power in simplicity with ASM: Tracing the aggressive space mapping algorithm over two decades of development and engineering applications
JE Rayas-Sanchez - IEEE Microwave Magazine, 2016 - ieeexplore.ieee.org
The most widely used space mapping approach to efficient design optimization is the
aggressive space mapping (ASM) algorithm. My purpose here is to present both a historical …
aggressive space mapping (ASM) algorithm. My purpose here is to present both a historical …
Multifeature-assisted neuro-transfer function surrogate-based EM optimization exploiting trust-region algorithms for microwave filter design
F Feng, W Na, W Liu, S Yan, L Zhu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article proposes a multifeature-assisted neuro-transfer function (neuro-TF) surrogate-
based electromagnetic (EM) optimization technique exploiting trust-region algorithms for …
based electromagnetic (EM) optimization technique exploiting trust-region algorithms for …
A sequential multi-fidelity metamodeling approach for data regression
Multi-fidelity (MF) metamodeling approaches have attracted significant attention recently for
data regression because they can make a trade-off between high accuracy and low …
data regression because they can make a trade-off between high accuracy and low …
[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 …
structures using variable-fidelity electromagnetic simulations, surrogate modeling …