Genetic algorithm optimization applied to electromagnetics: A review

DS Weile, E Michielssen - IEEE Transactions on Antennas and …, 1997 - ieeexplore.ieee.org
Genetic algorithms are on the rise in electromagnetics as design tools and problem solvers
because of their versatility and ability to optimize in complex multimodal search spaces. This …

Symbiotic organisms search algorithm: theory, recent advances and applications

AE Ezugwu, D Prayogo - Expert Systems with Applications, 2019 - Elsevier
The symbiotic organisms search algorithm is a very promising recent metaheuristic
algorithm. It has received a plethora of attention from all areas of numerical optimization …

A conceptual comparison of the Cuckoo-search, particle swarm optimization, differential evolution and artificial bee colony algorithms

P Civicioglu, E Besdok - Artificial intelligence review, 2013 - Springer
In this paper, the algorithmic concepts of the Cuckoo-search (CK), Particle swarm
optimization (PSO), Differential evolution (DE) and Artificial bee colony (ABC) algorithms …

An introduction to genetic algorithms for electromagnetics

RL Haupt - IEEE Antennas and Propagation Magazine, 1995 - ieeexplore.ieee.org
This article is a tutorial on using genetic algorithms to optimize antenna and scattering
patterns. Genetic algorithms are" global" numerical-optimization methods, patterned after the …

A conceptual and practical comparison of PSO-style optimization algorithms

A Tharwat, W Schenck - Expert Systems with Applications, 2021 - Elsevier
Optimization algorithms are widely employed for finding optimal solutions in many
applications. Stochastic optimization algorithms including nature-inspired optimization …

[書籍][B] The RF and microwave handbook

M Golio - 2000 - taylorfrancis.com
The recent shift in focus from defense and government work to commercial wireless efforts
has caused the job of the typical microwave engineer to change dramatically. The modern …

Design of Yagi-Uda antennas using genetic algorithms

EA Jones, WT Joines - IEEE Transactions on Antennas and …, 1997 - ieeexplore.ieee.org
A method of using genetic algorithms to optimize the element spacing and lengths of Yagi-
Uda antennas is presented. A method of moments code, NEC2, performs the task of …

Bio-mimic optimization strategies in wireless sensor networks: A survey

MA Adnan, MA Razzaque, I Ahmed, IF Isnin - Sensors, 2013 - mdpi.com
For the past 20 years, many authors have focused their investigations on wireless sensor
networks. Various issues related to wireless sensor networks such as energy minimization …

Artificial cooperative search algorithm for numerical optimization problems

P Civicioglu - Information Sciences, 2013 - Elsevier
In this paper, a new two-population based global search algorithm, the Artificial Cooperative
Search Algorithm (ACS), is introduced. ACS algorithm has been developed to be used in …

LWBA: Lévy-walk bat algorithm based data prediction for precision agriculture in wireless sensor networks

C Venkataramanan, S Ramalingam… - Journal of Intelligent …, 2021 - content.iospress.com
Smart farming is one of the immense applications of Wireless Sensor Networks (WSN). Still,
most of the researches have been focusing on precision agriculture using WSNs. In general …