20.500.12556/DKUM-87019 Implementacija algoritma klonske selekcije v Pythonu diplomsko delo Implementation of Clonal Selection algorithm in Python Namen diplomskega dela je implementirati algoritem, ki pri reševanju problemov uporablja vzore iz narave, podrobneje algoritem klonske selekcije. Celotna raziskava je bila izvedena na podlagi proučevanja spletnih virov. Omenjena sta programski jezik Python in knjižnica NiaPy, ki vključuje številne algoritme po vzorih iz narave. Predstavljene so rešitve, podobne algoritmu klonske selekcije, ki že obstajajo. Razložena sta algoritem klonske selekcije in njegova implementacija v programskem jeziku Python. Podrobno so predstavljeni rezultati in testiranje algoritma klonske selekcije ter integracija omenjenega algoritma v knjižnico NiaPy. The purpose of this thesis is to implement a Clonal Selection algorithm that uses patterns from nature in solving problems. The entire research was conducted based on online resources. Similar existing solutions are introduced. The Python programming language as well as the NiaPy library, which includes a number of nature-inspired algorithms, are described. The Clonal Selection algorithm and its implementation in the Python programming language are defined. The results and testing of the Clonal Selection algorithm as well as the integration of mentioned algorithm into the NiaPy library are presented. algoritmi po vzoru iz narave optimizacijski algoritem klonske selekcije knjižnica NiaPy Python nature-inspired algorithms Clonal Selection optimization algorithm library NiaPy Python true true false [A. Peršon] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-02-08 09:50:38 2024-03-01 12:33:18 2024-04-13 04:02:46 0000-00-00 00:00:00 2024 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (VIII, 33 f.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8.021(043.2) 192308739 UN_Person_Andraz_2024.pdf UN_Person_Andraz_2024.pdf 1 D53256887ED9C0AFD28758B44B010123 8dc12d316e4f4597f6744a854a806508130adec3c7072b508f2adba6b6a6c796 1abf12ef-cca7-11ee-b5a0-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=176204 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0