Evolutionary algorithms applied to antennas and propagation: A review of state of the art
A review of evolutionary algorithms (EAs) with applications to antenna and propagation
problems is presented. EAs have emerged as viable candidates for global optimization …
problems is presented. EAs have emerged as viable candidates for global optimization …
The wind driven optimization technique and its application in electromagnetics
A new type of nature-inspired global optimization methodology based on atmospheric
motion is introduced. The proposed Wind Driven Optimization (WDO) technique is a …
motion is introduced. The proposed Wind Driven Optimization (WDO) technique is a …
An efficient method for antenna design optimization based on evolutionary computation and machine learning techniques
In recent years, various methods from the evolutionary computation (EC) field have been
applied to electromagnetic (EM) design problems and have shown promising results …
applied to electromagnetic (EM) design problems and have shown promising results …
An adaptive hybrid mutated differential evolution feature selection method for low and high-dimensional medical datasets
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 …
identify the minimal subset of features that maximizes classification accuracy. In the realm of …
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 …
technique that mimics the social hierarchy and group hunting behavior of grey wolves in …
Performance-based nested surrogate modeling of antenna input characteristics
Utilization of electromagnetic (EM) simulation tools is mandatory in the design of
contemporary antenna structures. At the same time, conducting design procedures that …
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
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 …
driven design of complex electromagnetic (EM) devices and systems. More specifically, the …
Spider monkey optimization: A novel technique for antenna optimization
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 …
optimization technique for the electromagnetics and antenna communities. The SMO is a …
Constrained multi-objective optimization of compact microwave circuits by design triangulation and pareto front interpolation
Abstract Development of microwave components is an inherently multi-objective task. This is
especially pertinent to the design closure stage, ie, final adjustment of geometry and/or …
especially pertinent to the design closure stage, ie, final adjustment of geometry and/or …
Optimal PID plus fuzzy controller design for a PEM fuel cell air feed system using the self-adaptive differential evolution algorithm
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 …
feedforward control strategies are used simultaneously in order to achieve maximum net …