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 …
EM-based optimization of microwave circuits using artificial neural networks: The state-of-the-art
JE Rayas-Sánchez - IEEE Transactions on Microwave Theory …, 2004 - ieeexplore.ieee.org
This paper reviews the current state-of-the-art in electromagnetic (EM)-based design and
optimization of microwave circuits using artificial neural networks (ANNs). Measurement …
optimization of microwave circuits using artificial neural networks (ANNs). Measurement …
Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions
S Shan, GG Wang - Structural and multidisciplinary optimization, 2010 - Springer
The integration of optimization methodologies with computational analyses/simulations has
a profound impact on the product design. Such integration, however, faces multiple …
a profound impact on the product design. Such integration, however, faces multiple …
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 …
Surrogate-based optimization using multifidelity models with variable parameterization and corrected space mapping
TD Robinson, MS Eldred, KE Willcox, R Haimes - AIAA journal, 2008 - arc.aiaa.org
Surrogate-based-optimization methods provide a means to achieve high-fidelity design
optimization at reduced computational cost by using a high-fidelity model in combination …
optimization at reduced computational cost by using a high-fidelity model in combination …
Cognition-driven formulation of space mapping for equal-ripple optimization of microwave filters
Space mapping is a recognized method for speeding up electromagnetic (EM) optimization.
Existing space-mapping approaches belong to the class of surrogate-based optimization …
Existing space-mapping approaches belong to the class of surrogate-based optimization …
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 …
[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 …