An AI-based Intelligent Vehicle Routing Approach for Large-scale Fleet Optimization

This research addresses the challenges of urban mobility and logistics by developing an AI-based system for intelligent route prediction and coordination. Using Graph Neural Networks and complementary AI methods, we intend to model heterogeneous fleets to optimize large-scale mobility with real-time decision-making and energy-aware trade-offs.

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Publication Details

Published
2025-10-27
DOI
https://doi.org/10.1109/mswim67937.2025.11308747
Primary Topic
Vehicle Routing Optimization Methods
Type
article
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article

An AI-based Intelligent Vehicle Routing Approach for Large-scale Fleet Optimization

Mónica Aguilar Igartua, Agneev Guin
Vehicle Routing Optimization Methods
article

An AI-based Intelligent Vehicle Routing Approach for Large-scale Fleet Optimization

Mónica Aguilar Igartua, Agneev Guin
article en

Abstract

This research addresses the challenges of urban mobility and logistics by developing an AI-based system for intelligent route prediction and coordination. Using Graph Neural Networks and complementary AI methods, we intend to model heterogeneous fleets to optimize large-scale mobility with real-time decision-making and energy-aware trade-offs.

Universitat Politècnica de Catalunya (ES)
Sustainable cities and communities
Openalex Percentile: Top 32%
Vehicle Routing Optimization Methods
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An AI-based Intelligent Vehicle Routing Approach for Large-scale Fleet Optimization — Mónica Aguilar Igartua, Agneev Guin · (2025) | TGRS Research Map | TGRS