Harmony search algorithm and related variants: A systematic review

F Qin, AM Zain, KQ Zhou - Swarm and Evolutionary Computation, 2022 - Elsevier
Harmony search (HS) algorithm is a novel metaheuristic algorithm, inspired by the
phenomenon that musicians repeatedly adjust the pitch of each instrument to finally achieve …

Topologies and performance of intelligent algorithms: a comprehensive review

A Nabaei, M Hamian, MR Parsaei, R Safdari… - Artificial Intelligence …, 2018 - Springer
Recently, optimization makes an important role in our day-to-day life. Evolutionary and
population-based optimization algorithms are widely employed in several of engineering …

Integrating metaheuristics and artificial neural networks for improved stock price prediction

M Göçken, M Özçalıcı, A Boru, AT Dosdoğru - Expert Systems with …, 2016 - Elsevier
Stock market price is one of the most important indicators of a country's economic growth.
That's why determining the exact movements of stock market price is considerably regarded …

Chaotic krill herd algorithm

GG Wang, L Guo, AH Gandomi, GS Hao, H Wang - Information Sciences, 2014 - Elsevier
Abstract Recently, Gandomi and Alavi proposed a meta-heuristic optimization algorithm,
called Krill Herd (KH). This paper introduces the chaos theory into the KH optimization …

[HTML][HTML] Whale optimization algorithm to tune PID and PIDA controllers on AVR system

AM Mosaad, MA Attia, AY Abdelaziz - Ain Shams Engineering Journal, 2019 - Elsevier
Power system stability is improved through using Automatic Voltage Regulator (AVR) to
adjust the terminal voltage of synchronous generator. Proportional-Integral-Derivative (PID) …

A survey on applications of the harmony search algorithm

D Manjarres, I Landa-Torres, S Gil-Lopez… - … Applications of Artificial …, 2013 - Elsevier
This paper thoroughly reviews and analyzes the main characteristics and application
portfolio of the so-called Harmony Search algorithm, a meta-heuristic approach that has …

Shark Smell Optimizer applied to identify the optimal parameters of the proton exchange membrane fuel cell model

Y Rao, Z Shao, AH Ahangarnejad… - Energy conversion and …, 2019 - Elsevier
Abstract Proton Exchange Membrane Fuel Cells regarded as promising devices for energy
conversion systems. This study aims to introduce an exact modeling scheme for the proton …

A novel approach based on hybrid vortex search algorithm and differential evolution for identifying the optimal parameters of PEM fuel cell

A Fathy, M Abd Elaziz, AG Alharbi - Renewable Energy, 2020 - Elsevier
Fuel cells (FCs) penetrated strongly in many applications, modeling of FCs became a major
challenge in recent years due to their characteristics, there are some missing data in the …

Effective parameters' identification for polymer electrolyte membrane fuel cell models using grey wolf optimizer

M Ali, MA El-Hameed, MA Farahat - Renewable energy, 2017 - Elsevier
The aim of this paper is to develop an accurate model for the polymer electrolyte membrane
fuel cell (PEMFC), that can precisely mimic and simulate the electrical characteristics of …

A Hybrid Harmony Search algorithm for discrete sizing optimization of truss structure

MY Cheng, D Prayogo, YW Wu, MM Lukito - Automation in Construction, 2016 - Elsevier
This paper presents a new variant of the Harmony Search (HS) algorithm. This Hybrid
Harmony Search (HHS) algorithm follows a new approach to improvisation: while retaining …