[HTML][HTML] Harmony search algorithm and fuzzy logic theory: An extensive review from theory to applications

M Nasir, A Sadollah, P Grzegorzewski, JH Yoon… - Mathematics, 2021‏ - mdpi.com
In recent years, many researchers have utilized metaheuristic optimization algorithms along
with fuzzy logic theory in their studies for various purposes. The harmony search (HS) …

Nature-inspired solutions for energy sustainability using novel optimization methods

AA Almazroi, CA Ul Hassan - Plos one, 2023‏ - journals.plos.org
This research centres on develo** a Home Electricity Management (HEM) system, a
pivotal component within the modern supply chain for home electrical power. The system …

IoT-based optimal energy management in smart homes using harmony search optimization technique

EM Saadawi, AS Abohamama, MF Alrahmawy - 2022‏ - researchsquare.com
Abstract The Internet of things (IoT) has a variety of application domains including smart
homes. A smart home is an automated intelligent home where IoT technologies are used to …

An Overview of the Application of Harmony Search for Chemical Engineering Optimization

RM Fonseca-Pérez… - … Journal of Chemical …, 2022‏ - Wiley Online Library
Harmony search algorithm and its variants have been used in several applications in
medicine, telecommunications, computer science, and engineering. This article reviews the …

Runoff prediction based on the discharge of pump stations in an urban stream using a modified multi-layer perceptron combined with meta-heuristic optimization

WJ Lee, EH Lee - Water, 2022‏ - mdpi.com
Runoff in urban streams is the most important factor influencing urban inundation. It also
affects inundation in other areas as various urban streams and rivers are connected. Current …

Harmony search algorithm for structural engineering problems

AE Kayabekir, G Bekdaş, M Yücel, SM Nigdeli… - Nature-inspired …, 2021‏ - Springer
Nowadays, several new metaheuristic methods have been developed by imitating a process
in life. These algorithms may be practically effective on optimization of engineering problem …

[HTML][HTML] Harmony search-based approach for multi-objective software architecture reconstruction

A Prajapati, ZW Geem - Mathematics, 2020‏ - mdpi.com
The success of any software system highly depends on the quality of architectural design. It
has been observed that over time, the quality of software architectural design gets degraded …

[HTML][HTML] Optimal exploitation of urban water supply networks based on pressure management with the nondominated sorting differential evolution (NSDE) algorithm

A Cemiloglu, Z Licai, A Ugurenver, YA Nanehkaran - Water, 2023‏ - mdpi.com
Urban water distribution networks are crucial infrastructures for providing essential services
to society, but their exorbitant costs and limited water resources make their optimization a …

[HTML][HTML] A new method for analyzing the performance of the harmony search algorithm

S Tuo, ZW Geem, JH Yoon - Mathematics, 2020‏ - mdpi.com
A harmony search (HS) algorithm for solving high-dimensional multimodal optimization
problems (named DIHS) was proposed in 2015 and showed good performance, in which a …

State of the Art Technology Trends and Case Analysis of Leading Research in Harmony Search Algorithm

ES Kim, SS Shin, YH Kim, Y Yoon - Journal of the Korea …, 2021‏ - koreascience.kr
There are various optimization problems in real world and research continues to solve them.
An optimization problem is the problem of finding a combination of parameters that …