Uporaba evolucijskih algoritmov za generiranje ključnih gradnikov igre Tower Defence s pomočjo igralnega pogona Unity

magistrsko delo

Vid Kraner (Author), Iztok Fister (Mentor), Lucija Brezočnik (Co-mentor)

Abstract

Evolucijski algoritmi so stohastični iskalni algoritmi, ki jemljejo navdih v Darwinovi teoriji boja za obstanek. Evolucijski algoritmi spadajo tudi med optimizacijske algoritme. V magistrskem delu prikazujemo načrtovanje in razvoj Tower Defence igre, ki smo jo razvili s pomočjo igralnega pogona Unity. Igra uporablja evolucijske algoritme za generiranje ključnih gradnikov igre. V delu smo raziskali različne vrste evolucijskih algoritmov ter opisali njihovo delovanje. Prav tako smo raziskali, kako jih lahko uporabimo v računalniških igrah. Še posebej smo se osredotočili na zvrst Tower Defence. Ugotovili smo, da je s pomočjo evolucijskih algoritmov možno generirati gradnike, ki naredijo igro zanimivejšo.

Keywords

evolucijski algoritmi;generiranje vsebine;igra Tower Defence;pogon Unity;magistrske naloge;

Data

Language:	Slovenian
Year of publishing:	2020
Typology:	2.09 - Master's Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[V. Kraner]
UDC:	004.5:004.021(043.2)
COBISS:	37746179
Views:	409
Downloads:	64
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Using evolutionary algorithms for the generation of key elements of the Tower Defence game using the Unity game engine
Secondary abstract:	Evolutionary algorithms are stochastic search algorithms inspired by Darwinian evolution through natural selection. Evolutionary algorithms are also optimization algorithms. In the master’s thesis, we show the design and development of Tower Defence game in Unity game engine. The game uses evolutionary algorithms to generate key building blocks of the game. We present different types of evolutionary algorithms and describe how they work. We also explore their use in Tower Defence games on which we focused. We found out, that with evolutionary algorithms, it is possible to generate content that makes the game more interesting.
Secondary keywords:	evolutionary algorithms;content generation;Tower Defence;Unity;
Type (COBISS):	Master's thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in tehnologije komuniciranja
Pages:	X, 63 f.
ID:	12020706