crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Naslovna
 O projektu
 FAQ
 Kontakt
4 gif
Pregledavanje radova
Jednostavno pretraživanje
Napredno pretraživanje
Skupni podaci
Upis novih radova
Upute
Ispravci prijavljenih radova
Ostale bibliografije
Slični projekti
 Bibliografske baze podataka

Pregled bibliografske jedinice broj: 982703

Zbornik radova

Autori: Bajer, Dražen; Zorić, Bruno; Martinović, Goran
Naslov: Empirical Analysis of Artificial Bee Colony Algorithm Parameters
Izvornik: Proceedings of the 3rd International Conference on Smart Systems and Technologies (SST 2018) / Žagar, Drago ; Martinović, Goran ; Rimac Drlje, Snježana ; Miličević, Kruno (ur.). - Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Josip Juraj Strossmayer University of Osijek , 2018. 109-116 (ISBN: 978-1-5386-7189-4).
Skup: International Conference on Smart Systems and Technologies (SST 2018)
Mjesto i datum: Osijek, Hrvatska, 10-12.10.2018.
Ključne riječi: algorithm parameters, artificial bee colony, numerical optimisation, sensitivity analysis
Sažetak:
The design of smart systems frequently includes various problems such as parameter estimation and optimisation, feature subset selection or model tuning. As a rule, these problems are quite challenging and as a way of tackling them, bio-inspired algorithms are recently becoming the approach of choice. Although a multitude of these algorithms is available, the artificial bee colony algorithm represents a viable candidate due to its good performance that has been demonstrated in a wide array of applications. However, the aforementioned performance is heavily reliant on the chosen parameter values. Tuning those parameters represents a significant ordeal. This paper is aimed at the empirical analysis of parameter influence. To this end, a somewhat detailed experimental analysis is conducted in order to compare the effectiveness of numerous parameter combinations. The paper also endeavours to provide certain guidelines with the hope of easing the utilisation of said algorithm for researchers and practitioners alike.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
URL Internet adrese: https://ieeexplore.ieee.org/document/8564632
Upisao u CROSBI: Bruno Zorić (bruno.zoric@etfos.hr), 1. Vel. 2019. u 09:42 sati



Verzija za printanje   za tiskati


upomoc
foot_4