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Kompleksna omrežja po modelu prednostne povezanosti : delo diplomskega seminarja
ID Prijon, Lana (Author), ID Cabello Justo, Sergio (Mentor) More about this mentor... This link opens in a new window

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Abstract
Model po načelu prednostne povezanosti je namenjen generiranju naključnih omrežij, pri katerih zaporedje stopenj vozlišč sledi potenčni porazdelitvi. Najprej si pogledamo osnoven model in izpeljemo lastnosti dobljenega zaporedja stopenj. Sledi obravnava omrežja citiranj med znanstvenimi članki. Na koncu si pogledamo še nekaj izmed možnih razširitev osnovnega modela in kaj so njihove posebnosti. Pri tem se predvsem osredotočimo na dobljeno porazdelitev stopenj vozlišč.

Language:Slovenian
Keywords:kompleksno omrežje, prednostna povezanost, potenčni zakon, porazdelitev stopenj
Work type:Final seminar paper
Typology:2.11 - Undergraduate Thesis
Organization:FMF - Faculty of Mathematics and Physics
Year:2025
PID:20.500.12556/RUL-173409 This link opens in a new window
UDC:519.17
COBISS.SI-ID:250024195 This link opens in a new window
Publication date in RUL:17.09.2025
Views:112
Downloads:18
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Secondary language

Language:English
Title:Preferential attachment in complex networks
Abstract:
The preferential attachment model is designed for generating random networks in which the degree sequence follows a power-law distribution. We begin by examining the basic model and derive the properties of the resulting degree sequence. This is followed by a discussion of citation networks between scientific articles. Finally, we consider several possible extensions of the basic model and highlight their specific features. We primarly focus on the resulting degree distribution of the nodes.

Keywords:complex networks, preferential attachment, power-law, degree distribution

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