A systematic review on harmony search algorithm: theory, literature, and applications

M Dubey, V Kumar, M Kaur… - Mathematical Problems in …, 2021 - Wiley Online Library
Harmony search algorithm is the recently developed metaheuristic in the last decade. It
mimics the behavior of a musician producing a perfect harmony. It has been used to solve …

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 …

Chaos-based image encryption using a hybrid genetic algorithm and a DNA sequence

R Enayatifar, AH Abdullah, IF Isnin - Optics and Lasers in Engineering, 2014 - Elsevier
The paper studies a recently developed evolutionary-based image encryption algorithm. A
novel image encryption algorithm based on a hybrid model of deoxyribonucleic acid (DNA) …

Short-term wind speed and wind power prediction using hybrid empirical mode decomposition and kernel ridge regression

J Naik, P Satapathy, PK Dash - Applied Soft Computing, 2018 - Elsevier
This paper presents an efficient non-iterative hybrid empirical mode decomposition (EMD)
and kernel ridge regression (KRR) for significantly accurate short-term wind speed and wind …

A simplified binary harmony search algorithm for large scale 0–1 knapsack problems

X Kong, L Gao, H Ouyang, S Li - Expert Systems with Applications, 2015 - Elsevier
As an important subset of combinatorial optimization, 0–1 knapsack problems, especially the
high-dimensional ones, are often difficult to solve. This study aims to provide a new …

Short-term load forecasting using a hybrid model with a refined exponentially weighted fuzzy time series and an improved harmony search

HJ Sadaei, R Enayatifar, AH Abdullah… - International Journal of …, 2014 - Elsevier
This article discusses the proposal of an enhanced hybrid algorithm. The algorithm focuses
on a sophisticated exponentially weighted fuzzy algorithm that is aligned with an enhanced …

[HTML][HTML] Stock market forecasting by using a hybrid model of exponential fuzzy time series

FM Talarposhti, HJ Sadaei, R Enayatifar… - International Journal of …, 2016 - Elsevier
The initial aim of this study is to propose a hybrid method based on exponential fuzzy time
series and learning automata based optimization for stock market forecasting. For doing so …

Improved harmony search algorithm: LHS

H Ouyang, L Gao, S Li, X Kong, Q Wang, D Zou - Applied Soft Computing, 2017 - Elsevier
In this paper, we propose an improved harmony search algorithm named LHS with three key
features:(i) adaptive global pitch adjustment is designed to enhance the exploitation ability …

A novel harmony search algorithm and its application to data clustering

K Talaei, A Rahati, L Idoumghar - Applied Soft Computing, 2020 - Elsevier
This paper presents a variant of harmony search algorithm (HS), called best–worst-mean
harmony search (BWM_HS). The main difference between the proposed algorithm and the …

Harmony search algorithm: Basic concepts and engineering applications

A Askarzadeh, E Rashedi - Intelligent Systems: Concepts …, 2018 - igi-global.com
Harmony search (HS) is a meta-heuristic search algorithm which tries to mimic the
improvisation process of musicians in finding a pleasing harmony. In recent years, due to …