The ant colony optimization algorithm applied in transport logistics
| creativeworkseries.issn | 1508-2806 | |
| dc.contributor.author | Ostrowski, Krzysztof | |
| dc.contributor.author | Starzec, Mateusz | |
| dc.contributor.author | Starzec, Grażyna | |
| dc.date.available | 2025-03-26T08:47:25Z | |
| dc.date.issued | 2024 | |
| dc.description.abstract | The Vehicle Routing Problem belongs to graph optimization and its goal is to find shortest routes visiting a given set of customers with additional constraints present. The article presents the ant colony optimization metaheuristic which solves vehicle routing problems and its real-life application in transport logistics (finding routes for delivery companies). The metaheuristic generated highquality solutions (superior to compared methods). Our tool is flexible and enables us to solve various variants of routing problems so it is well suited to specific needs of transportation companies. | en |
| dc.description.placeOfPublication | Kraków | |
| dc.description.version | wersja wydawnicza | |
| dc.identifier.doi | https://doi.org/10.7494/csci.2024.25.3.6360 | |
| dc.identifier.eissn | 2300-7036 | |
| dc.identifier.issn | 1508-2806 | |
| dc.identifier.uri | https://repo.agh.edu.pl/handle/AGH/111683 | |
| dc.language.iso | eng | |
| dc.publisher | Wydawnictwa AGH | |
| dc.relation.ispartof | Computer Science | |
| dc.rights | Attribution 4.0 International | |
| dc.rights.access | otwarty dostęp | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/legalcode | |
| dc.subject | ant colony optimization | en |
| dc.subject | ACO | en |
| dc.subject | metaheuristic | en |
| dc.subject | routing problems | en |
| dc.subject | transport logistics | en |
| dc.subject | delivery | en |
| dc.title | The ant colony optimization algorithm applied in transport logistics | en |
| dc.title.related | Computer Science | en |
| dc.type | artykuł | |
| dspace.entity.type | Publication | |
| publicationissue.issueNumber | No. 3 | |
| publicationissue.pagination | pp. 331-350 | |
| publicationvolume.volumeNumber | Vol. 25 | |
| relation.isJournalIssueOfPublication | 6c5e37e1-07bc-41d3-8efc-dc05e09d36cc | |
| relation.isJournalIssueOfPublication.latestForDiscovery | 6c5e37e1-07bc-41d3-8efc-dc05e09d36cc | |
| relation.isJournalOfPublication | 020291ee-249b-4dcf-98a3-276a2f7981aa |
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