Mixed Fleet Vehicle Routing Problem with Time Windows for Milk Collection
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Date
2025
Authors
Melis Özveri
Yasemin Eda Üstün
Dilara Gürsesli
Koray Baysal
Şükran Dirik
Yağmur Leman Özdemir
Mert Paldrak
Efthimia Staiou
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Science and Business Media Deutschland GmbH
Open Access Color
Green Open Access
No
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Publicly Funded
No
Abstract
This study conducted for a leading dairy company in Türkiye aimed to optimize the milk collection process by addressing the Vehicle Routing Problem (VRP) which is essential for the efficient collection of perishable products like milk in the dairy industry. Key constraints considered included vehicle capacity the number of vehicles milk quality collection time windows delivery speed route optimization and cost minimization. A mathematical model was initially developed and solved using IBM ILOG CPLEX, however as the number of collection locations increased solution times became impractical. To overcome this challenge the Benders Decomposition Algorithm was employed significantly improving solution efficiency. The application of this method led to enhanced collection efficiency and cost-effectiveness delivering substantial operational benefits to the dairy company. © 2025 Elsevier B.V. All rights reserved.
Description
Keywords
Benders Decomposition Algorithm, Cost Optimization, Dairy Industry, Milk Collection, Vehicle Routing Problem, Benders Decomposition Algorithm, Collection Process, Costs Optimization, Dairy Companies, Dairy Industry, Key Constraints, Milk Collection, Perishable Product, Vehicle Routing Problem With Time Windows, Vehicle Routing Problems, Benders decomposition algorithm, Collection process, Costs Optimization, Dairy companies, Dairy industry, Key constraints, Milk collection, Perishable product, Vehicle routing problem with time windows, Vehicle Routing Problems, Cost Optimization, Vehicle Routing Problem, Benders Decomposition Algorithm, Milk Collection, Dairy Industry
Fields of Science
Citation
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OpenCitations Citation Count
N/A
Source
24th International Symposium for Production Research ISPR 2024
Volume
Issue
Start Page
477
End Page
489
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