Pregled bibliografske jedinice broj: 937293
Performance Analysis of Earthworm Optimization Algorithm for Bound Constrained Optimization Problems
Performance Analysis of Earthworm Optimization Algorithm for Bound Constrained Optimization Problems // International journal of computers, 2 (2017), 94-98 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 937293 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Performance Analysis of Earthworm Optimization
Algorithm for Bound Constrained Optimization
Problems
Autori
Tuba, Eva ; Capor-Hrosik, Romana ; Tuba, Viktor
Izvornik
International journal of computers (2367-8895) 2
(2017);
94-98
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
hard optimization problems, optimization algorithms, swarm intelligence, earthworm optimization, EWA
Sažetak
Numerous real life problems represents hard optimization problems that cannot be solved by deterministic algorithm. In the past decades various different methods were proposed for these kind of problems and one of the methods are nature inspired algorithms especially swarm intelligence algorithms. Earthworm optimization algorithm (EWA) is one of the recent swarm intelligence algorithm that has not been thoroughly researched. In this paper we tested EWA algorithm on 28 standard benchmark functions and compared results with particle swarm optimization algorithm. Comparison show that EWA has good characteristics and it outperformed other approach from literature.
Izvorni jezik
Engleski
