Primjena i usporedba heurističkih metoda optimizacija pri rješavanju problema labirinta

master's thesis

• Title (english): Application and Comparison of Heuristic Optimization Methods in Solving the Labyrinth Problem
• Author: Josipa Popović
• Mentor: Ivica Botički (mentor)
• Committee member: Ivica Botički (predsjednik povjerenstva)
• Committee member: Mirta Baranović (član povjerenstva)
• Committee member: Boris Vrdoljak (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-09-18, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U okviru ovog diplomskog rada implementirana je Web aplikacija koja nudi korisničko sučelje za generiranje i rješavanje labirinata. Labirinte je moguće generirati koristeći nekoliko algoritama s različitim svojstvima te rješavati koristeći egzaktne metode, konstruktivne i poboljšavajuće heuristike. U sklopu Web aplikacije omogućena je vizualizacija generiranih labirinata i pripadnih rješenja. Svi labirinti i njihova rješenja, kao i niz pratećih informacija, pohranjuju se u bazu podataka čime je omogućen izvoz podataka za naknadno korištenje. Provedena je analiza nad performansama metoda rješavanja labirinata te međusobna usporedba implementiranih algoritama.

Abstract (english)

In the scope of this thesis a Web application which provides user interface for creating and consequently solving mazes has been implemented. Several algorithms with varying properties can be used to generate mazes. Once generated a maze can be solved by applying either exact methods, or constructive or improving heuristics. The implemented Web application provides visualization of generated mazes accompanied with corresponding solutions. All mazes and their solutions, as well as a variety of accompanying information, are stored in a database enabling the export of data for later use. An analysis of performance of maze solving methods and the mutual comparison of implemented algorithms was performed.

• Keywords: Labirinti; Generiranje labirinata; Algoritam binarnog stabla; Cik – cak algoritam; Aldous – Broderov algoritam; Predatorski algoritam; Heurističke metode optimizacija; Rješavanje labirinata; Dijkstrin Algoritam; Konstruktivne heuristike; Poboljšavajuće heuristike; Web aplikacija; ASP.NET MVC; ADO.NET Entity Framework; Baza podataka; SQL Server; LINQ; Bootstrap
• Keywords (english): Mazes; Maze generation; The Binary Tree Algorithm; Sidewinder Algorithm; Aldous – Broder Algorithm; Hunt and Kill Algorithm; Heuristic optimization methods; Maze solving; Dijkstra's Algorithm; Constructive heuristics; Improving heuristics; Web application; ASP.NET MVC; ADO.NET Entity Framework; Database; SQL Server; LINQ; Bootstrap
• Language: croatian
• URN:NBN: urn:nbn:hr:168:764614
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-14 00:07:54