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Naslov:Max-type reliability in uncertain post-disaster networks through the lens of sensitivity and stability analysis
Avtorji:ID Hosseini, Ahmad (Avtor)
Datoteke:URL https://api.elsevier.com/content/article/PII:S0957417423029883?httpAccept=text/xml
 
URL https://api.elsevier.com/content/article/PII:S0957417423029883?httpAccept=text/plain
 
URL https://www.sciencedirect.com/science/article/pii/S0957417423029883?dgcid=author
 
Jezik:Angleški jezik
Vrsta gradiva:Delo ni kategorizirano
Tipologija:1.01 - Izvirni znanstveni članek
Organizacija:UNG - Univerza v Novi Gorici
Opis:The functionality of infrastructures, particularly in densely populated areas, is greatly impacted by natural disasters, resulting in uncertain networks. Thus, it is important for crisis management professionals and computer-based systems for transportation networks (such as expert systems) to utilize trustworthy data and robust computational methodologies when addressing convoluted decision-making predicaments concerning the design of transportation networks and optimal routes. This study aims to evaluate the vulnerability of paths in post-disaster transportation networks, with the aim of facilitating rescue operations and ensuring the safe delivery of supplies to affected regions. To investigate the problem of links' tolerances in uncertain networks and the resiliency and reliability of paths, an uncertainty theory-based model that employs minmax optimization with a bottleneck objective function is used. The model addresses the uncertain maximum reliable paths problem, which takes into account uncertain risk variables associated with links. Rather than using conventional methods for calculating the deterministic tolerances of a single element in combinatorial optimization, this study introduces a generalization of stability analysis based on tolerances while the perturbations in a group of links are involved. The analysis defines set tolerances that specify the minimum and maximum values that a designated group of links could simultaneously fluctuate while maintaining the optimality of the max-type reliable paths. The study shows that set tolerances can be considered as well-defined and proposes computational methods to calculate or bound such quantities - which were previously unresearched and difficult to measure. The model and methods are demonstrated to be both theoretically and numerically efficient by applying them to four subnetworks from our case study. In conclusion, this study provides a comprehensive approach to addressing uncertainty in reliability problems in networks, with potential applications in various fields.
Ključne besede:Disaster Management, Network Reliability, Stability Analysis, Transportation, Uncertainty
Datum objave:01.05.2024
Leto izida:2024
Št. strani:str. 122486
Številčenje:Vol. 241
PID:20.500.12556/RUNG-8658 Novo okno
COBISS.SI-ID:173538563 Novo okno
DOI:https://doi.org/10.1016/j.eswa.2023.122486 Novo okno
NUK URN:URN:SI:UNG:REP:6UPDTU5W
Datum objave v RUNG:24.11.2023
Število ogledov:589
Število prenosov:3
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Gradivo je del revije

Naslov:Expert Systems with Applications
Skrajšan naslov:ESWA
Leto izida:2024
ISSN:1873-6793

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Jezik:Neznan jezik
Naslov:Max-type reliability in uncertain post-disaster networks through the lens of sensitivity and stability analysis


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