Nature-Inspired Heuristic Frameworks Trends in Solving Multi-objective Engineering Optimization Problems

CCW Chang, TJ Ding, CCW Ee, W Han… - … Methods in Engineering, 2024 - Springer
Nowadays, nature-inspired artificial intelligent metaheuristic optimization algorithms
(MHOAs) have gained many attentions from researchers all over the world due to their …

[HTML][HTML] A literature review on latest developments of Harmony Search and its applications to intelligent manufacturing

J Yi, C Lu, G Li - Mathematical Biosciences and Engineering, 2019 - aimspress.com
The harmony search (HS) algorithm is one of the most popular meta-heuristic algorithms.
The basic idea of HS was inspired by the music improvisation process in which the …

Memory-assisted adaptive multi-verse optimizer and its application in structural shape and size optimization

S Farahmand-Tabar, M Babaei - Soft Computing, 2023 - Springer
In this paper, an enhanced, memory-assisted version of the multi-verse optimizer (MVO) is
proposed for the shape and size optimization of various types of truss structures. The …

[HTML][HTML] Optimal design of low-and high-rise building structures by Tribe-Harmony Search algorithm

M Azizi, S Talatahari, M Basiri… - Decision Analytics …, 2022 - Elsevier
In this paper, optimum design of building structures is conducted by metaheuristic algorithms
due to the shortcomings of the conventional design methods in providing economical …

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 …

Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods

IA Doush, MA Al-Betar, MA Awadallah, E Santos… - Applied Soft …, 2019 - Elsevier
The flow shop scheduling with blocking is considered an important scheduling problem
which has many real-world applications. This paper proposes a new algorithm which …

A novel global harmony search algorithm for solving numerical optimizations

J Gholami, KKA Ghany, HM Zawbaa - Soft Computing, 2021 - Springer
Harmony search (HS) is a type of population-based optimization algorithm that is introduced
based on the idea of musical instruments being tuned to obtain the best harmony state …

Hybrid harmony search differential evolution algorithm

L Fu, H Zhu, C Zhang, H Ouyang, S Li - IEEE Access, 2021 - ieeexplore.ieee.org
Differential evolution (DE) algorithm has some excellent attributes including strong
exploration capability. However, it cannot balance the exploitation with exploration ability in …

A modified fireworks algorithm with dynamic search interval based on closed-loop control

W Wei, H Ouyang, S Li, X Zhao, D Zou - Mathematics and Computers in …, 2022 - Elsevier
Fireworks algorithm performs better in solving some complex real-world engineering
optimization problems, but it like other swarm intelligent algorithms, which also have the …

[HTML][HTML] Comparative study of harmony search algorithm and its applications in China, Japan and Korea

M Nasir, A Sadollah, JH Yoon, ZW Geem - Applied Sciences, 2020 - mdpi.com
Harmony Search (HS) is a music-inspired optimization algorithm for solving complex
optimization problems that imitate the musical improvisational process. This paper reviews …