Your browser does not allow JavaScript!
JavaScript is necessary for the proper functioning of this website. Please enable JavaScript or use a modern browser.
|
|
SLO
|
ENG
|
Cookies and privacy
DKUM
EPF - Faculty of Business and Economics
FE - Faculty of Energy Technology
FERI - Faculty of Electrical Engineering and Computer Science
FF - Faculty of Arts
FGPA - Faculty of Civil Engineering, Transportation Engineering and Architecture
FKBV - Faculty of Agriculture and Life Sciences
FKKT - Faculty of Chemistry and Chemical Engineering
FL - Faculty of Logistic
FNM - Faculty of Natural Sciences and Mathematics
FOV - Faculty of Organizational Sciences in Kranj
FS - Faculty of Mechanical Engineering
FT - Faculty of Tourism
FVV - Faculty of Criminal Justice and Security
FZV - Faculty of Health Sciences
MF - Faculty of Medicine
PEF - Faculty of Education
PF - Faculty of Law
UKM - University of Maribor Library
UM - University of Maribor
UZUM - University of Maribor Press
COBISS
Faculty of Business and Economic, Maribor
Faculty of Agriculture and Life Sciences, Maribor
Faculty of Logistics, Celje, Krško
Faculty of Organizational Sciences, Kranj
Faculty of Criminal Justice and Security, Ljubljana
Faculty of Health Sciences
Library of Technical Faculties, Maribor
Faculty of Medicine, Maribor
Miklošič Library FPNM, Maribor
Faculty of Law, Maribor
University of Maribor Library
Bigger font
|
Smaller font
Introduction
Search
Browsing
Upload document
Statistics
Login
First page
>
Show document
Show document
Title:
VPELJAVA VERJETNOSTI IZBIRE GENOV NA OSNOVI STAROSTI PRI GENETSKIH ALGORITMIH
Authors:
ID
Kompara, Marko
(
Author
)
ID
Podgorelec, Vili
(
Mentor
)
More about this mentor...
Files:
MAG_Kompara_Marko_2015.pdf
(20,53 MB)
MD5: FE8BCB89A68AA0938C9A371BA3413A73
Language:
Slovenian
Work type:
Master's thesis/paper
Typology:
2.09 - Master's Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
Magistrska naloga preučuje posledice vpeljave spremenjenega načina križanja in mutacije v genetske algoritme. Naključna izbira genov v obeh operacijah je nadomeščena s postopkom izbire, pri kateri je verjetnost izbora posameznega gena odvisna od njegove starosti. Za ta namen je zgrajena aplikacija, v kateri so poleg tradicionalnega genetskega algoritma implementirani še dodatni operatorji mutacije in križanja. Izbira genov za sodelovanje v novonastalih načinih reprodukcije je na različne načine odvisna od starosti genov. Vsi načini delovanja so preizkušeni na treh različnih problemih. Rezultati starostno odvisnih načinov delovanja so z namenom ugotavljanja kredibilnosti takšnega delovanja primerjani z rezultati in delovanjem konvencionalnega genetskega algoritma.
Keywords:
genetski algoritem
,
Dawkins Weasel
,
funkcija Michalewicz
,
problem nahrbtnika
,
starostno odvisna izbira genov
Place of publishing:
[Maribor
Publisher:
M. Kompara
Year of publishing:
2015
PID:
20.500.12556/DKUM-54115
UDC:
004.89(043.2)
COBISS.SI-ID:
19251990
NUK URN:
URN:SI:UM:DK:1EM3WJ4G
Publication date in DKUM:
12.10.2015
Views:
1402
Downloads:
316
Metadata:
Categories:
KTFMB - FERI
Cite this work
Plain text
BibTeX
EndNote XML
EndNote/Refer
RIS
ABNT
ACM Ref
AMA
APA
Chicago 17th Author-Date
Harvard
IEEE
ISO 690
MLA
Vancouver
:
Copy citation
Average score:
(0 votes)
Your score:
Voting is allowed only for
logged in
users.
Share:
Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.
Secondary language
Language:
English
Title:
THE INTRODUCTION OF AGE BASED GENE SELECTION PROBABILITY IN GENETIC ALGORITHMS
Abstract:
The master's thesis studies the effect of introducing a new type of crossover and mutation into the genetic algorithms. The random selection in both operations is replaced by a new procedure, where the probability for each gene to be selected is dependant on its age. For this porpose an application is built, that in addition to the traditional genetic algorithm also implements extra mutation and corssover operators. Gene selection in the newly created reproduction methods is in different ways dependant on the genes age. All the various modes of operation are tried on three different problems. The results of age-dependent modes of operation are compared with the results of conventional genetic algorithm in order to establish the new operations credibility.
Keywords:
genetic algorithm
,
Dawkins Weasel
,
Michalewicz function
,
knapsack problem
,
age dependant gene selection
Comments
Leave comment
You must
log in
to leave a comment.
Comments (0)
0 - 0 / 0
There are no comments!
Back
