Optimizacija z algoritmom kresnic

diplomsko delo

Marko Škrilec (Author), Iztok Fister (Mentor)

Abstract

Diplomsko delo je sestavljeno iz dveh delov, teoretičnega in empiričnega. V teoretičnem delu je predstavljena inteligenca rojev in njene temeljne značilnosti. V nadaljevanju je podrobneje opisan algoritem kresnic, njegove značilnosti in področja uporabe algoritma kresnic. V empiričnem delu se osredinimo na eksperiment, pri katerem spreminjamo različne nadzorne parametre algoritma kresnic. Rezultate optimizacije predstavljamo v obliki tabel, v katerih podamo krajše komentarje rezultatov. V zaključku predstavimo svoje ugotovitve in napotke za nadaljnje delo.

Keywords

algoritmi;algoritem kresnic;biološki sistemi;inteligenca rojev;optimizacija;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2019
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[M. Škrilec]
UDC:	004.8.021(043.2)
COBISS:	22913302
Views:	549
Downloads:	101
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Firefly algorithm for optimization
Secondary abstract:	This undergraduate thesis is comprised of a theoretical and empirical part. The theoretical part presents the swarm intelligence and its fundamental characteristics; it also presents in detail the firefly algorithm, its characteristics and use. The empirical part focuses on an experiment in which we change the various control parameters of the firefly algorithm. The results of the optimization are presented in the form of tables, which contain short comments of the results. The findings and the directions for further work are presented in the conclusion.
Secondary keywords:	algorithms;biological systems;firefly algorithm;optimization;swarm %intelligence;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in tehnologije komuniciranja
Pages:	III, 29 f.
ID:	11219280