An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges

K Rajwar, K Deep, S Das - Artificial Intelligence Review, 2023 - Springer
As the world moves towards industrialization, optimization problems become more
challenging to solve in a reasonable time. More than 500 new metaheuristic algorithms …

Metaheuristics: a comprehensive overview and classification along with bibliometric analysis

AE Ezugwu, AK Shukla, R Nath, AA Akinyelu… - Artificial Intelligence …, 2021 - Springer
Research in metaheuristics for global optimization problems are currently experiencing an
overload of wide range of available metaheuristic-based solution approaches. Since the …

Elephant herding optimization: variants, hybrids, and applications

J Li, H Lei, AH Alavi, GG Wang - Mathematics, 2020 - mdpi.com
Elephant herding optimization (EHO) is a nature-inspired metaheuristic optimization
algorithm based on the herding behavior of elephants. EHO uses a clan operator to update …

Comprehensive taxonomies of nature-and bio-inspired optimization: Inspiration versus algorithmic behavior, critical analysis recommendations

D Molina, J Poyatos, JD Ser, S García, A Hussain… - Cognitive …, 2020 - Springer
In recent algorithmic family simulates different biological processes observed in Nature in
order to efficiently address complex optimization problems. In the last years the number of …

Glossary of metaheuristic algorithms

J Rajpurohit, TK Sharma, A Abraham - International Journal of …, 2017 - cspub-ijcisim.org
Metaheuristic algorithms have been an interesting area for researchers, scientists and
academicians due to their specific and significant characteristics and capabilities. Their …

Comparative study of metaheuristic optimization algorithms for image steganography based on discrete Fourier transform domain

A Melman, O Evsutin - Applied Soft Computing, 2023 - Elsevier
Image steganography and watermarking have demonstrated their efficiency in creating a
covert communication channel and in digital image authentication respectively. The …

[PDF][PDF] Historical survey on metaheuristics algorithms

SM Almufti - International Journal of Scientific World, 2019 - academia.edu
Metaheuristic algorithms have been an interesting and widely used area for scientists,
researchers and academicians because of their specific and significant characteristics and …

Algebraic differential evolution algorithm for the permutation flowshop scheduling problem with total flowtime criterion

V Santucci, M Baioletti, A Milani - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper introduces an original algebraic approach to differential evolution (DE)
algorithms for combinatorial search spaces. An abstract algebraic differential mutation for …

Automatic classification of text complexity

V Santucci, F Santarelli, L Forti, S Spina - Applied Sciences, 2020 - mdpi.com
This work introduces an automatic classification system for measuring the complexity level of
a given Italian text under a linguistic point-of-view. The task of measuring the complexity of a …

Algebraic particle swarm optimization for the permutations search space

M Baioletti, A Milani, V Santucci - 2017 IEEE Congress on …, 2017 - ieeexplore.ieee.org
Particle Swarm Optimization (PSO), though being originally introduced for continuous
search spaces, has been increasingly applied to combinatorial optimization problems. In …