Fertilization optimization algorithm on CEC2015 and large scale problems

Autor:	Hazim Nasir Ghafil, Shaymaa Alsamia, Károly Jármai
Rok vydání:	2022
Předmět:	Mathematical optimization Scale (ratio) Optimization algorithm Computer science Modeling and Simulation General Materials Science Software Computer Science Applications Civil and Structural Engineering
Zdroj:	Pollack Periodica. 17:24-29
ISSN:	1788-3911 1788-1994
DOI:	10.1556/606.2021.00343
Popis:	This work, presents a novel optimizer called fertilization optimization algorithm, which is based on levy flight and random search within a search space. It is a biologically inspired algorithm by the fertilization of the egg in reproduction of mammals. The performance of the algorithm was compared with other optimization algorithms on CEC2015 time expensive benchmarks and large scale optimization problems. Remarkably, the fertilization optimization algorithm has overcome other optimizers in many cases and the examination and comparison results are encouraging to use the fertilization optimization algorithm in other possible applications.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::a9df12438e1f95a1b1a0892eb2c9a946 https://doi.org/10.1556/606.2021.00343 Zobrazit plný text záznamu