Jaya algorithm and applications: A comprehensive review

EH Houssein, AG Gad, YM Wazery - Metaheuristics and Optimization in …, 2021 - Springer
All the population-based optimization algorithms are probabilistic algorithms and require
only a few control parameters including number of candidates, number of iterations, elite …

A novel black widow optimization algorithm for multilevel thresholding image segmentation

EH Houssein, BE Helmy, D Oliva, AA Elngar… - Expert Systems with …, 2021 - Elsevier
Segmentation is a crucial step in image processing applications. This process separates
pixels of the image into multiple classes that permits the analysis of the objects contained in …

Solar photovoltaic Maximum Power Point Tracking controller optimization using Grey Wolf Optimizer: A performance comparison between bio-inspired and traditional …

J Aguila-Leon, C Vargas-Salgado… - Expert Systems with …, 2023 - Elsevier
Solar photovoltaic systems are widely used; however, their performance is bound to weather
conditions, depending on irradiation, temperature, and the effect of shadows. Maximum …

An efficient ECG arrhythmia classification method based on Manta ray foraging optimization

EH Houssein, IE Ibrahim, N Neggaz… - Expert systems with …, 2021 - Elsevier
The Electrocardiogram (ECG) arrhythmia classification has become an interesting research
area for researchers and developers as it plays a vital role in early prevention and diagnosis …

An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification

EH Houssein, BE Helmy, H Rezk, AM Nassef - Engineering Applications of …, 2021 - Elsevier
Meta-heuristic optimization algorithms aim to tackle real world problems through maximizing
some specific criteria such as performance, profit, and quality or minimizing others such as …

Recent methodology-based gradient-based optimizer for economic load dispatch problem

S Deb, DS Abdelminaam, M Said, EH Houssein - IEEE Access, 2021 - ieeexplore.ieee.org
Economic load dispatch (ELD) in power system problems involves scheduling the power
generating units to minimize cost and satisfy system constraints. Although previous works …

Gradient-based optimizer for parameter extraction in photovoltaic models

AAK Ismaeel, EH Houssein, D Oliva, M Said - IEEE Access, 2021 - ieeexplore.ieee.org
Solar radiation is increasingly used as a clean energy source, and photovoltaic (PV) panels
that contain solar cells (SCs) transform solar energy into electricity. The current-voltage …

A modified Marine Predator Algorithm based on opposition based learning for tracking the global MPP of shaded PV system

EH Houssein, MA Mahdy, A Fathy, H Rezk - Expert Systems with …, 2021 - Elsevier
Under partial shading condition, the power-voltage curve of the photovoltaic (PV) system
contains several maximum power points (MPPs). Among these points, there is only single …

Self-adaptive equilibrium optimizer for solving global, combinatorial, engineering, and multi-objective problems

EH Houssein, E Çelik, MA Mahdy… - Expert Systems with …, 2022 - Elsevier
This paper proposes a self-adaptive Equilibrium Optimizer (self-EO) to perform better global,
combinatorial, engineering, and multi-objective optimization problems. The new self-EO …

A modified cuckoo search algorithm implemented with SCA and PSO for multi-robot cooperation and path planning

B Sahu, PK Das, R Kumar - Cognitive Systems Research, 2023 - Elsevier
The paper puts forward an intelligent approach that deals with the computation of an optimal
path with collision avoidance for the stick-carrying twin moving from a pre-assumed start …