Space map**
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 …
Advanced RF and microwave design optimization: A journey and a vision of future trends
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 …
[BUCH][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 …
Cognition-driven formulation of space map** for equal-ripple optimization of microwave filters
Space map** is a recognized method for speeding up electromagnetic (EM) optimization.
Existing space-map** approaches belong to the class of surrogate-based optimization …
Existing space-map** approaches belong to the class of surrogate-based optimization …
Power in simplicity with ASM: Tracing the aggressive space map** algorithm over two decades of development and engineering applications
JE Rayas-Sanchez - IEEE Microwave Magazine, 2016 - ieeexplore.ieee.org
The most widely used space map** approach to efficient design optimization is the
aggressive space map** (ASM) algorithm. My purpose here is to present both a historical …
aggressive space map** (ASM) algorithm. My purpose here is to present both a historical …
Demystifying surrogate modeling for circuits and systems
In this article, grey-box and black-box surrogate modeling are described, with some key
findings. The important point is that surrogate modeling has a solid mathematical basis …
findings. The important point is that surrogate modeling has a solid mathematical basis …
Surrogate modelling and optimization using shape-preserving response prediction: A review
Computer simulation models are ubiquitous in modern engineering design. In many cases,
they are the only way to evaluate a given design with sufficient fidelity. Unfortunately, an …
they are the only way to evaluate a given design with sufficient fidelity. Unfortunately, an …
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 …
[BUCH][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 …
On nature-inspired design optimization of antenna structures using variable-resolution EM models
Numerical optimization has been ubiquitous in antenna design for over a decade or so. It is
indispensable in handling of multiple geometry/material parameters, performance goals …
indispensable in handling of multiple geometry/material parameters, performance goals …