Genetski algoritmi i primjene

Droždjek, Tomislav (2015) Genetski algoritmi i primjene. Diploma thesis, Faculty of Science > Department of Mathematics.

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Abstract

This work consists of 2 major parts. In the first part, the focus is on defining key concepts of evolutionary algorithms, making some important observations regarding the way they obtain solutions and the way they function in general. Subsequently, genetic algorithms are studied in more detail, all their parts are thoroughly described, as well as their role in the algorithm itself. Also, different implementations suitable for various problems are described. In the second part, an example genetic algorithm is applied to different problems from the biomorph space, varying in difficulty and complexity. The algorithm is executed with various parameters, and the obtained results are used in order to study how the algorithm solves diverse problems depending on the chosen parameters.

Item Type: Thesis (Diploma thesis)
Supervisor: Bosner, Nela
Date: 2015
Number of Pages: 56
Subjects: NATURAL SCIENCES > Mathematics
Divisions: Faculty of Science > Department of Mathematics
Depositing User: Iva Prah
Date Deposited: 02 Jun 2015 10:31
Last Modified: 02 Jun 2015 10:31
URI: http://digre.pmf.unizg.hr/id/eprint/3920

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