Research on Vehicle Routing Problem with Time Windows Based on Improved Genetic Algorithm and Ant Colony Algorithm

The Vehicle Routing Problem with Time Window (VRPTW) is of crucial importance in modern societies, where the aim is to optimize resource utilization, reduce costs and address constraints such as time and vehicle capacity. Traditional genetic algorithms often face premature convergence and slow speed...

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Veröffentlicht in:	Electronics (Basel) Jg. 14; H. 4; S. 647
Hauptverfasser:	Chen, Guangqiao, Gao, Jun, Chen, Daozheng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.02.2025
Schlagworte:	Ant colony optimization Chromosomes Constraints Customer services Deviation Distribution centers Efficiency Fines & penalties Genetic algorithms Heuristic Mathematical models Optimization R&D Research & development Resource utilization Searching Travel Traveling salesman problem Vehicle routing Vehicles Windows (intervals)
ISSN:	2079-9292, 2079-9292
Online-Zugang:	Volltext
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