Pregled bibliografske jedinice broj: 1099897
Firefly Algorithm for Constrained Optimization Problems
Firefly Algorithm for Constrained Optimization Problems // 12th International Conference on Telecommunications and Informatics, WSEAS, Morgan State University
Baltimore (MD), Sjedinjene Američke Države, 2013. str. 139-144 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1099897 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Firefly Algorithm for Constrained Optimization
Problems
Autori
Capor-Hrosik, Romana ; Alihodzic, Adis ; AMilan Tuba, Milan ; Pikula, Milenko
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Skup
12th International Conference on Telecommunications and Informatics, WSEAS, Morgan State University
Mjesto i datum
Baltimore (MD), Sjedinjene Američke Države, 17.09.2013. - 19.09.2013
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Firefly algorithm, Swarm intelligence, Nature inspired metaheuristics, Constrained optimization problems
Sažetak
One of recent innovations in the family of swarm intelligence metaheuristics is the firefly algorithm. It is inspired by nocturnal luminous insects called fireflies, more accurately by their mating and social behavior. Original Yang's algorithm was designed for unconstrained optimization problems. Because of its promising performance it was later successfully applied to a number of particular constrained optimization problems. In this paper we test the firefly algorithm on a set of standard benchmark functions for constrained optimization problems. This is important since testing only on particular problems can hide some algorithms deficiencies. Obtained results show that algorithm performs well, but needs slight adjustments.
Izvorni jezik
Engleski
Znanstvena područja
Matematika, Računarstvo
