Jul 5, 2025 · This paper addresses the problem by employing a machine learning-based approach to dynamically optimize delivery routes using real-time GPS data, vehicle characteristics, and …

May 7, 2025 · This study proposes an innovative approach for transport route optimization, leveraging machine learning techniques to assess key factors, such as safety, cost, and logistics.

In this paper, we present a comprehensive deep learning framework that integrates time-series forecasting with reinforcement learning to generate and adjust optimal logistics routes in real time.

May 10, 2025 · This article delves into how machine learning is transforming route optimization, its methodologies, benefits, real-world applications, and future prospects.

Mar 30, 2024 · Learn how to use machine learning for route optimization and logistics in Python. This comprehensive guide covers core concepts, implementation, and real-world applications.

Feb 23, 2024 · This study explores the application of artificial intelligence (AI) and Internet of Things (IoT) technologies in the optimization of logistics distribution routes.

The goal of my project is to optimize travel routes for a delivery vehicle by using machine learning model predictions.

Nov 20, 2025 · By combining Transformer-based temporal modeling, GNN-based spatial analysis and GAN-driven route generation, our model offers a scalable and adaptive solution for dynamic route …

Oct 30, 2023 · Learn how machine learning in route optimization can be used along with techniques and benefits in this ultimate guide.

Jan 24, 2025 · Furthermore, we examine the machine learning models, methods, and algorithms for route optimization in IoVs, emphasizing techniques that enhance energy efficiency and throughput …