Multi-strategy enhanced Marine Predators Algorithm with applications in engineering optimization and feature selection problems

K Rezaei, OS Fard - Applied Soft Computing, 2024 - Elsevier
This paper introduces a novel meta-heuristic optimization algorithm named Clustering
Wavelet Opposition-based Marine Predators Algorithm (CWOMPA) to address some …

Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems

B Shen, M Khishe, S Mirjalili - Engineering Applications of Artificial …, 2023 - Elsevier
Abstract The Marine Predators Algorithm (MPA) is a novel hunting-based optimizer. The
MPA's central concept is based on the well-known Lévy Flight (LF) and Brownian Motion …

A modified self-adaptive marine predators algorithm: framework and engineering applications

Q Fan, H Huang, Q Chen, L Yao, K Yang… - Engineering with …, 2022 - Springer
The application of metaheuristic algorithms is one of the most promising approaches for
solving real-world problems. The marine predators algorithm (MPA) is a recently proposed …

An efficient marine predators algorithm for feature selection

DS Abd Elminaam, A Nabil, SA Ibraheem… - IEEE …, 2021 - ieeexplore.ieee.org
Feature Selection (FS) reduces the number of features by removing unnecessary,
redundant, and noisy information while keeping a relatively decent classification accuracy …

Marine Predators Algorithm: A nature-inspired metaheuristic

A Faramarzi, M Heidarinejad, S Mirjalili… - Expert systems with …, 2020 - Elsevier
This paper presents a nature-inspired metaheuristic called Marine Predators Algorithm
(MPA) and its application in engineering. The main inspiration of MPA is the widespread …

[HTML][HTML] Marine predators algorithm: A comprehensive review

S Mugemanyi, Z Qu, FX Rugema, Y Dong… - Machine Learning with …, 2023 - Elsevier
Marine predators algorithm (MPA) is a recently proposed metaheuristic algorithm that
mimics the marine predators behavior when attacking their preys. Recently, the MPA has …

Modified Marine Predators Algorithm hybridized with teaching-learning mechanism for solving optimization problems

Y Ma, C Chang, Z Lin, X Zhang, J Song, L Chen - 2022 - researchsquare.com
Abstract Marine Predators Algorithm (MPA) is a newly nature-inspired meta-heuristic
algorithm, which is proposed based on the Lévy flight and Brownian motion of ocean …

[HTML][HTML] Enhanced marine predators algorithm for solving global optimization and feature selection problems

AA Ewees, FH Ismail, RM Ghoniem, MA Gaheen - Mathematics, 2022 - mdpi.com
Feature selection (FS) is applied to reduce data dimensions while retaining much
information. Many optimization methods have been applied to enhance the efficiency of FS …

Marine predator algorithm with elite strategies for engineering design problems

SB Aydemir, F Kutlu Onay - Concurrency and Computation …, 2023 - Wiley Online Library
Marine predator algorithm (MPA) is a powerful metaheuristic optimization algorithm that
shows effective convergence ability on complex benchmark functions. The combination of …

[HTML][HTML] An inclusive survey on marine predators algorithm: Variants and applications

R Rai, KG Dhal, A Das, S Ray - Archives of Computational Methods in …, 2023 - Springer
Abstract Marine Predators Algorithm (MPA) is the existing population-based meta-heuristic
algorithms that falls under the category of Nature-Inspired Optimization Algorithm (NIOA) …