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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Vydáno v:	Electronics (Basel) Ročník 14; číslo 4; s. 647
Hlavní autoři:	Chen, Guangqiao, Gao, Jun, Chen, Daozheng
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 01.02.2025
Témata:	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
On-line přístup:	Získat plný text
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