Uncertainty in real-world vehicle routing

SOBOTKA, Václav and Hana RUDOVÁ. Uncertainty in real-world vehicle routing. Online. In Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto Bugarín-Diz, José M. Alonso-Moral, Senén Barro, Fredrik Heintz. Frontiers in Artificial Intelligence and Applications. Amsterdam (Netherlands): IOS Press, 2024, p. 4311-4318, 4798 pp. ISBN 978-1-64368-548-9. Available from: https://dx.doi.org/10.3233/FAIA241006.

Basic information

Original name

Uncertainty in real-world vehicle routing

Authors

SOBOTKA, Václav and Hana RUDOVÁ

Edition

Amsterdam (Netherlands), Frontiers in Artificial Intelligence and Applications, p. 4311-4318, 4798 pp. 2024

Publisher

IOS Press

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Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10200 1.2 Computer and information sciences

Country of publisher

Netherlands

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

electronic version available online

Organization unit

Faculty of Informatics

ISBN

978-1-64368-548-9

DOI

http://dx.doi.org/10.3233/FAIA241006

Keywords in English

Vehicle routing;stochastic optimization;uncertainty

Tags

International impact, Reviewed

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Abstract

V originále

The paper addresses common uncertain factors in real-world vehicle routing applications. Four generic uncertainty-handling mechanisms are introduced and analysed. The paper demonstrates that uncertainty may be realistically handled even for large-scale and complex problems using the discussed mechanisms.

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Links

MUNI/A/1586/2023, interní kód MU

Name: Aplikovaný výzkum na FI: Forenzní aspekty kritických infrastruktur, aplikovaná kryptografie, kyberbezpečnostní cvičení, algoritmy plánování v logistice a pro zpracování dat z fyzikálních sensorů Investor: Masaryk University, Applied research at FI: Forensic aspects of critical infrastructures, applied cryptography, cybersecurity trainings, scheduling algorithms logistics and algorithms for physical sensors