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Problem najcenejšega pretoka na grafih
ID Thuma, Vid (Author), ID Hočevar, Tomaž (Mentor) More about this mentor... This link opens in a new window

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Abstract
Reševanje problema najcenejšega pretoka igra ključno vlogo pri načrtovanju zasnove in arhitekture številnih sistemov v realnem svetu. Prav zaradi tega je potrebno, da imamo za reševanje problema hitre in učinkovite možnosti reševanja, ki nam zagotavljajo optimalno rešitev. V nalogi najprej opredelimo osnovne pojme in definicije, ki orišejo karakteristike problema. Nato podrobneje predstavimo metodo z odpravljanjem negativnih ciklov in metodo zaporednih najkrajših poti. Obe metodi, skupaj z metodo \textit{Simplex}, preizkusimo na naključno generiranih grafih in primerjamo rezultate. Na koncu metode poženemo še na podatkih cestnega omrežja Pirana in Ljubljane ter pokažemo njihovo učinkovitost še na primeru reševanja problemov iz realnega sveta.

Language:Slovenian
Keywords:računalnik, graf, pretok, omrežje, algoritem, zaporedne najkrajše poti, odpravljanje ciklov
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FRI - Faculty of Computer and Information Science
Year:2025
PID:20.500.12556/RUL-168015 This link opens in a new window
COBISS.SI-ID:232810499 This link opens in a new window
Publication date in RUL:25.03.2025
Views:317
Downloads:152
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Secondary language

Language:English
Title:Minimum-cost flow problem on graphs
Abstract:
Solving the minimum cost flow problem plays a crucial role in the design and architecture of various real-world systems. Therefore, it is essential to have fast and efficient solution methods that guarantee an optimal result. In this work, we first define the fundamental concepts and definitions that outline the characteristics of the problem. We then present in detail the cycle-canceling method and the successive shortest path method. Both methods, along with the Simplex method, are tested on randomly generated graphs, and the results are compared. Finally, we apply the methods to road network data from Piran and Ljubljana to demonstrate their effectiveness in solving real-world problems.

Keywords:computer, graph, costflow, flow, network, algorithm, successive shortest path, cycle cancelling

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