Implementacija optimizacijskega algoritma po vzorih obnašanja levov v Pythonu

diplomsko delo

Aljoša Mesarec (Author), Iztok Fister (Mentor), Iztok Fister (Co-mentor)

Abstract

V diplomskem delu je predstavljen razvoj in delovanje algoritma po vzorih obnašanja levov. V praktičnem delu je bil algoritem implementiran v programskem jeziku Python, z vključitvijo knjižnic NiaPy. Izvedena je bila primerjava učinkovitosti s preostalimi že implementiranimi algoritmi iz knjižnice NiaPy. Rezultati so bili primerjani s pomočjo kritičnih testov. Na podlagi rezultatov kritičnih testov je bilo ugotovljeno, da je algoritem po vzorih obnašanja levov primerljiv z ostalimi algoritmi iz knjižnice Niapy.

Keywords

programski jezik Python;optimizacijski algoritmi;algoritmi po vzorih iz narave;knjižnica NiaPy;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2021
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[A. Mesarec]
UDC:	004.428.021(043.2)
COBISS:	87864067
Views:	240
Downloads:	29
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Implementation of Lion Optimization Algorithm in Python
Secondary abstract:	Thesis work presents development and functionality of Lion Optimization Algorithm. In practical part the algorithm was implemented in Python with help of the NiaPy library. Efficiency of the algorithm was compared to other already implemented algorithms from NiaPy library. The results were compared with the help of critical tests. Based on the results of the critical tests it was concluded that Lion Optimization Algorithm is comparable to other algorithms from NiaPy library.
Secondary keywords:	Python;optimization algorithms;nature-inspired algorithms;NiaPy;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Računalništvo in informacijske tehnologije
Pages:	X, 35 str.
ID:	13407030