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 …

[PDF][PDF] TLMPA: Teaching-learning-based Marine Predators algorithm

K Zhong, Q Luo, Y Zhou, M Jiang - Aims Math, 2021 - aimspress.com
Marine Predators algorithm (MPA) is a newly proposed nature-inspired metaheuristic
algorithm. The main inspiration of this algorithm is based on the extensive foraging …

Marine predators algorithm: A review

MA Al-Betar, MA Awadallah, SN Makhadmeh… - … Methods in Engineering, 2023 - Springer
Abstract Marine Predators Algorithm (MPA) is a recent nature-inspired optimizer stemmed
from widespread foraging mechanisms based on Lévy and Brownian movements in ocean …

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 …

[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 …

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 …

Multi-strategy boosted marine predators algorithm for optimizing approximate developable surface

G Hu, X Zhu, X Wang, G Wei - Knowledge-Based Systems, 2022 - Elsevier
Marine predators algorithm (MPA) is a newly developed swarm-based meta-heuristic
algorithm that is inspired by the foraging strategies of marine predators: Lévy, Brownian …

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 …

A Multi-strategy Improved Outpost and Differential Evolution Mutation Marine Predators Algorithm for Global Optimization

S Zhang, S Wang, R Dong, K Zhang… - Arabian Journal for …, 2023 - Springer
Abstract Marine Predators Algorithm (MPA) is a recent efficient metaheuristic algorithm that
is enlightened by the biological behavior of ocean predators and prey. This algorithm …

A multi-population-based marine predators algorithm to train artificial neural network

A Özkış - Soft Computing, 2024 - Springer
Marine predators algorithm (MPA) is one of the recently proposed metaheuristic algorithms.
In the MPA, position update mechanisms are implemented, emphasizing global search in …