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Modeliranje in reševanje problema drevesne širine s SAT
ID Stojanovski, Andrej (Author), ID Čibej, Uroš (Mentor) More about this mentor... This link opens in a new window

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Abstract
V diplomski nalogi obravnavamo problem določanja drevesne širine grafa, ki ima pomembno vlogo pri reševanju veliko NP-polnih kombinatoričnih problemov na grafih. Predstavimo nov pristop, kjer problem drevesne širine kodiramo kot SAT-primere in ga rešujemo s sodobnimi SAT reševalniki. Nato opišemo postopek kodiranja ter izvedemo obsežno primerjalno analizo SAT pristopa z drugimi natančnimi in hevrističnimi metodami (PID-BT, CopsAndRobber, QuickBB). Eksperimenti na standardnih in naključno generiranih grafih nam pokažejo, da SAT pristop dosega konkurenčne rezultate na manjših in srednje velikih primerih, hkrati pa omogoča preverjanje optimalnosti hevrističnih rešitev.

Language:Slovenian
Keywords:drevesna širina, SAT, grafi, NP-polni problemi, drevesna dekompozicija
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-171661 This link opens in a new window
COBISS.SI-ID:247623939 This link opens in a new window
Publication date in RUL:29.08.2025
Views:509
Downloads:119
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Secondary language

Language:English
Title:Modeling and solving the treewidth problem with SAT
Abstract:
This thesis addresses the problem of determining the treewidth of a graph, a key parameter for solving many NP-complete combinatorial problems on graphs. We present a novel approach that encodes the treewidth problem as SAT instances and solves them using modern SAT solvers. The work describes the encoding process and provides a comprehensive comparative analysis of the SAT approach against other exact and heuristic algorithms (PID-BT, CopsAndRobber, QuickBB). Experiments on standard and randomly generated graphs show that the SAT-based method achieves competitive results on small and medium-sized instances while also enabling the verification of heuristic solution optimality.

Keywords:treewidth, SAT, graphs, NP-hard problems, tree decomposition

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