Application of VNS metaheuristic to a VRP with fleet sizing and composition, time windows, tiered costs and multiple compartments in the poultry industry

Vol 57, 2025 - 341007
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Abstract

This paper addresses the Fleet Size and Mix Vehicle Routing Problem with Time Windows, Step Costs and Multiple Compartments (FSMVRPTWSCMC). A mathematical formulation and an approach based on the Variable Neighborhood Search (VNS) metaheuristic, integrated with the Variable Neighborhood Descent (VND), applied to feed distribution in a poultry industry, is proposed. The method combines constructive heuristics, three neighborhood structures, and post-optimization. The experiments evaluated demand levels, fleet availability and contribution from the neighborhoods. With eight vehicles, the approach reduced the average cost by 11.7%, maintaining service of 99.32%. With six vehicles, the service remained above the minimum operational of 95%, while five vehicles resulted in 92.95%. The ablation analysis showed the complementarity of the neighborhoods. The results confirm the adequacy of the fleet and potential of the approach for logistics planning.

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Institutions
  • 1 Universidade Federal de São João del-Rei
Track
  • MH – Metaheurístics
Keywords
Vehicle Routing
Poultry Industry
Multiple Compartments