Evolutionary algorithms applied to antennas and propagation: A review of state of the art

SK Goudos, C Kalialakis, R Mittra - International Journal of …, 2016 - Wiley Online Library
A review of evolutionary algorithms (EAs) with applications to antenna and propagation
problems is presented. EAs have emerged as viable candidates for global optimization …

An adaptive hybrid mutated differential evolution feature selection method for low and high-dimensional medical datasets

RR Mostafa, AM Khedr, Z Al Aghbari, I Afyouni… - Knowledge-Based …, 2024 - Elsevier
Feature selection (FS) constitutes a crucial endeavor in classification procedures, aiming to
identify the minimal subset of features that maximizes classification accuracy. In the realm of …

An efficient method for antenna design optimization based on evolutionary computation and machine learning techniques

B Liu, H Aliakbarian, Z Ma… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In recent years, various methods from the evolutionary computation (EC) field have been
applied to electromagnetic (EM) design problems and have shown promising results …

The wind driven optimization technique and its application in electromagnetics

Z Bayraktar, M Komurcu, JA Bossard… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
A new type of nature-inspired global optimization methodology based on atmospheric
motion is introduced. The proposed Wind Driven Optimization (WDO) technique is a …

The grey wolf optimizer and its applications in electromagnetics

X Li, KM Luk - IEEE transactions on antennas and propagation, 2019 - ieeexplore.ieee.org
The grey wolf optimizer (GWO) is a newly developed swarm intelligence-based optimization
technique that mimics the social hierarchy and group hunting behavior of grey wolves in …

Performance-based nested surrogate modeling of antenna input characteristics

S Koziel, A Pietrenko-Dabrowska - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Utilization of electromagnetic (EM) simulation tools is mandatory in the design of
contemporary antenna structures. At the same time, conducting design procedures that …

On the design of complex EM devices and systems through the system-by-design paradigm: A framework for dealing with the computational complexity

A Massa, M Salucci - IEEE Transactions on Antennas and …, 2021 - ieeexplore.ieee.org
The system-by-design (SbD) is an emerging engineering framework for the optimization-
driven design of complex electromagnetic (EM) devices and systems. More specifically, the …

Spider monkey optimization: A novel technique for antenna optimization

AA Al-Azza, AA Al-Jodah… - IEEE Antennas and …, 2015 - ieeexplore.ieee.org
The aim of this letter is to introduce and use the spider monkey optimization (SMO) as an
optimization technique for the electromagnetics and antenna communities. The SMO is a …

Optimal PID plus fuzzy controller design for a PEM fuel cell air feed system using the self-adaptive differential evolution algorithm

H Beirami, AZ Shabestari, MM Zerafat - International journal of hydrogen …, 2015 - Elsevier
Various control strategies for the air feed to a PEM fuel cell are investigated. Feedback and
feedforward control strategies are used simultaneously in order to achieve maximum net …

Antenna modeling using variable-fidelity EM simulations and constrained co-kriging

A Pietrenko-Dabrowska, S Koziel - IEEE Access, 2020 - ieeexplore.ieee.org
Utilization of fast surrogate models has become a viable alternative to direct handling of full-
wave electromagnetic (EM) simulations in EM-driven design. Their purpose is to alleviate …