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Title:KRONECKERJEVI GRAFI
Authors:ID Balan, Vesna (Author)
ID Benkovič, Dominik (Mentor) More about this mentor... New window
Files:.pdf UNI_Balan_Vesna_i2010.pdf (1,27 MB)
MD5: 97A1F02D0622A0CED5558FF531BBF4ED
PID: 20.500.12556/dkum/1121b348-58fd-449e-a7ab-8b8cf3279033
 
Language:Slovenian
Work type:Undergraduate thesis
Typology:2.11 - Undergraduate Thesis
Organization:FNM - Faculty of Natural Sciences and Mathematics
Abstract:Diplomsko delo se osredotoča na preučevanje Kroneckerjevih grafov. Najprej je predstavljena motivacija za vpeljavo in študij Kroneckerjevih grafov. V nadaljevanju je definiran Kroneckerjev ali tenzorski produkt matrik ter Kroneckerjev produkt grafov in njune osnovne lastnosti. V naslednjih poglavjih se pozornost nameni lastnostim Kroneckerjevih in stohastičnih Kroneckerjevih grafov. Predstavljen je porazdelitveni zakon stopnje posameznih vozlišč teh grafov. Dokazana sta zgostitveni potenčni zakon med številom vozlišč in številom povezav ter ohranjanje efektivnega premera glede na začetni graf. Pri stohastičnih Kroneckerjevih grafih so podani potrebni in zadostni pogoji za povezanost ter obstoj velike povezane komponente tega grafa. Dokazano je tudi, če je graf povezan, je premer v tem grafu konstanten. Na koncu so prikazani primeri praktične uporabe teorije, predstavljene skozi vso diplomsko nalogo.
Keywords:Kroneckerjevi grafi, stohastični Kroneckerjevi grafi, grafi omrežij, direktni produkt grafov, Kroneckerjev produkt matrik
Place of publishing:Maribor
Publisher:[V. Balan]
Year of publishing:2010
PID:20.500.12556/DKUM-16826 New window
UDC:51(043.2)
COBISS.SI-ID:18046984 New window
NUK URN:URN:SI:UM:DK:RTT6VWZD
Publication date in DKUM:06.09.2011
Views:2265
Downloads:123
Metadata:XML DC-XML DC-RDF
Categories:FNM
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Secondary language

Language:English
Title:KRONECKER GRAPHS
Abstract:This graduation thesis focuses on the study of Kronecker graphs. First the motivation for introduction and investigation of Kronecker graphs is presented. Next are the definitions of the Kronecker or tensor product of matrices and the Kronecker product of graphs, introduced together with their basic properties. In the following chapters the focus is oriented to the study of the properties of Kronecker and stochastic Kronecker graphs. One of the important properties is the behaviour of the degree distribution. This result is folowed by the proof of the densification power law between the number of edges and the number of nodes and the proof of the conservation of the size of the effective diameter regarding the initiator graph. Next, necessary and sufficient conditions are proven for the connectivity and the existance of a giant component in the stochastic Kronecker graphs. From this follows that: under the parameters that the graph is connected, it also has a constant diameter. For conclusion examples for practical use of the theory presented throughout the thesis are given.
Keywords:Kronecker graphs, stochastic Kronecker graphs, network graphs, direct product of graphs, Kronecker product of matrices


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