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cs.AI2025
Hybrid Node-Destroyer Model with Large Neighborhood Search for Solving the Capacitated Vehicle Routing Problem
Bachtiar Herdianto, Romain Billot, Flavien Lucas +2
In this research, we propose an iterative learning hybrid optimization solver developed to strengthen the performance of metaheuristic algorithms in solving the Capacitated Vehicle…
cs.AI2025
Study of Robust Features in Formulating Guidance for Heuristic Algorithms for Solving the Vehicle Routing Problem
Bachtiar Herdianto, Romain Billot, Flavien Lucas +1
The Vehicle Routing Problem (VRP) is a complex optimization problem with numerous real-world applications, mostly solved using metaheuristic algorithms due to its -Ha…
cs.AI2024
Feature-Guided Metaheuristic with Diversity Management for Solving the Capacitated Vehicle Routing Problem
Bachtiar Herdianto, Romain Billot, Flavien Lucas +1
We propose a feature-based guidance mechanism to enhance metaheuristic algorithms for solving the Capacitated Vehicle Routing Problem (CVRP). This mechanism leverages an Explainabl…