Comparison between genetic algorithm and prey-predator algorithm

SL Tilahun, HC Ong - Malaysian Journal of Fundamental and Applied …, 2013 - mjfas.utm.my
Metaheuristic algorithms are useful in solving complex optimization problems. Genetic
algorithm (GA) is one of the well known and oldest metaheuristic algorithms. It was …

Prey-predator algorithm: a new metaheuristic algorithm for optimization problems

SL Tilahun, HC Ong - … Journal of Information Technology & Decision …, 2015 - World Scientific
Nature-inspired optimization algorithms have become useful in solving difficult optimization
problems in different disciplines. Since the introduction of evolutionary algorithms several …

Prey predator algorithm with adaptive step length

SL Tilahun, JMT Ngnotchouye - International Journal of …, 2016 - inderscienceonline.com
Prey predator algorithm is a swarm-based metaheuristic algorithm inspired by the interaction
between a predator and its prey. The worst performing solution from the solution set is called …

Comparative study of prey predator algorithm and firefly algorithm

HC Ong, SL Tilahun, WS Lee… - Intelligent Automation & …, 2017 - Taylor & Francis
Metaheuristic algorithms are found to be promising for difficult and high dimensional
problems. Most of these algorithms are inspired by different natural phenomena. Currently …

Prey predator hyperheuristic

SL Tilahun - Applied Soft Computing, 2017 - Elsevier
Prey predator algorithm is a population based metaheuristic algorithm inspired by the
interaction between a predator and its prey. In the algorithm, a solution with a better …

PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization

B Mohammad Hasani Zade, N Mansouri - Soft Computing, 2021 - Springer
Researchers from different domains have developed several metaheuristic algorithms that
are inspired by the biological phenomenon. In this work, we propose a novel algorithm that …

A new improved model of marine predator algorithm for optimization problems

M Ramezani, D Bahmanyar, N Razmjooy - Arabian Journal for Science …, 2021 - Springer
The marine predator algorithm is a new nature-inspired metaheuristic algorithm that mimics
biological interaction between marine predators and prey. It has been also stated from 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 …

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

L Abualigah, M Abd Elaziz, P Sumari, ZW Geem… - Expert Systems with …, 2022 - Elsevier
This paper proposes a novel nature-inspired meta-heuristic optimizer, called Reptile Search
Algorithm (RSA), motivated by the hunting behaviour of Crocodiles. Two main steps of …

Marine predator's algorithm: a survey of recent applications

L Abualigah, S Odah, AM Ikotun, AR Alsoud… - Metaheuristic …, 2024 - Elsevier
Marine predator's algorithm (MPA) is a new optimization algorithm. It is a nature-inspired
metaheuristic that simulates predator behaviors when hunting prey. This paper presented a …