Ostvarenje kartezijskog genetskog programiranja u okruženju za evolucijsko računanje

master's thesis

• Title (english): Cartesian genetic programming in evolutionary computation framework
• Author: Dino Jović
• Mentor: Domagoj Jakobović (mentor)
• Committee member: Domagoj Jakobović (predsjednik povjerenstva)
• Committee member: Marko Čupić (član povjerenstva)
• Committee member: Jan Šnajder (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2015-07-17, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu je objašnjeno kako radi kartezijsko genetsko programiranje, i objašnjeno je korištenje kartezijskog genetsko programiranja u okviru za evolucijsko računanje. Obrađena je evolucija na primjerima simboličke regresije i logičkih funkcija u kriptografiji. Objašnjene su značajke logičkih funkcija koje želimo i danu su rezultatu provedenih testiranja. Uz rad su priloženi tablice i grafovi svih rezultata te je na kraju dan popis literature i izvorni kod.

Abstract (english)

This paper explains how the Cartesian genetic programming works, and discussed the use of Cartesian genetic programming in the context of evolutionary computation. Evolution is tested on examples of symbolic regression and boolian functions in cryptography. Explains the features of boolian functions that we want in cryptography and gives result of tests. With paper are presented tables and graphs of the results at the end paper is list of references and source code.

• Keywords: evolucijski; genetski; kartezijski; algoritmi; simbolička regresija; logičke funkcije; linearno skaliranje; intervalna aritmetika; kriptografija
• Keywords (english): evolutionary; genetic; cartesian; algorithms; symbolic regression; Boolean functions; linear scaling; interval arithmetic; cryptography
• Language: croatian
• URN:NBN: urn:nbn:hr:168:239667
• 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: 2018-02-06 09:27:59