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Title:
VEČMODALNA OPTIMIZACIJA FUNKCIJ
Authors:
ID
Stoiljković, Tomaž
(Author)
ID
Mernik, Marjan
(Mentor)
More about this mentor...
Files:
VS_Stoiljkovic_Tomaz_2015.pdf
(3,44 MB)
MD5: B00052E2454392B06F4310163CB28EBF
Language:
Slovenian
Work type:
Bachelor thesis/paper
Typology:
2.11 - Undergraduate Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
Diplomsko delo predstavlja raziskovanje in implementacijo pristopa za reševanje večmodalne optimizacije funkcij. Raziskali smo že obstoječe pristope za večmodalno optimizacijo funkcij. Predstavili smo programsko rešitev, katera omogoča prikaz rešitev algoritmov nad testnimi funkcijami. Implementirali smo Izrivanje pristop za reševanje večmodalne optimizacije funkcij, s katerim smo uspešno ohranjali niše v populaciji, ob tem smo lahko določili več kot le en optimum testne funkcije.
Keywords:
Evolucijski algoritmi
,
Niše
,
Delitev uspešnosti
,
Izrivanje
,
Omejena turnirska selekcija
,
Inicializacija
,
Gručenjem
,
GA za ohranjanje vrst
Place of publishing:
[Maribor
Publisher:
T. Stoiljković
Year of publishing:
2015
PID:
20.500.12556/DKUM-54706
UDC:
004.422.834.021(043.2)
COBISS.SI-ID:
19300886
NUK URN:
URN:SI:UM:DK:QPO6WRJ0
Publication date in DKUM:
14.10.2015
Views:
1015
Downloads:
126
Metadata:
Categories:
KTFMB - FERI
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:
STOILJKOVIĆ, Tomaž, 2015,
VEČMODALNA OPTIMIZACIJA FUNKCIJ
[online]. Bachelor’s thesis. Maribor : T. Stoiljković. [Accessed 27 April 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=54706
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Secondary language
Language:
English
Title:
MULTIMODAL FUNCTION OPTIMIZATION
Abstract:
Diploma thesis studies and implements algorithms for multimodal function optimization. We investigate known methods for solving mutlimodal function optimization problem. We presented software solution which can show us solutions of algorithms over testing functions. We implemented Crowding niching method for solving multimodal function optimization. This niching method prove to be successful at optimization of all the test functions we used in our test case and did provide more than one optimum of the functions used.
Keywords:
Evolutionary algorithms
,
Niches
,
Fitness sharing
,
Crowding
,
Restricted Tournament Selection
,
Clearing
,
Species conserving genetic algorithm
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