Decentralized last-mile delivery and optimization using AI

This article presents an innovative approach to optimizing decentralized delivery routes using artificial intelligence (AI). It demonstrates the integration of real-time weather data into a genetic algorithm for route optimization, providing a practical example of how AI can enhance delivery services. Despite the challenges such as high development costs and natural limitations of AI, the potential benefits of this approach are substantial. The article also discusses future trends, including the increasing availability of real-time data, advances in AI techniques, and potential integration with other technologies like autonomous vehicles.

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Published
2024-10-11
DOI
https://doi.org/10.1109/dessert65323.2024.11122188
Primary Topic
Transportation and Mobility Innovations
Type
article
Field-Weighted Citation Impact
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article

Decentralized last-mile delivery and optimization using AI

Марія ЮХИМЧУК, Viacheslav Kovtun, Yurii Horchuk, Yuliia Leshchenko
Transportation and Mobility Innovations
article

Decentralized last-mile delivery and optimization using AI

Марія ЮХИМЧУК, Viacheslav Kovtun, Yurii Horchuk, Yuliia Leshchenko
article en

Abstract

This article presents an innovative approach to optimizing decentralized delivery routes using artificial intelligence (AI). It demonstrates the integration of real-time weather data into a genetic algorithm for route optimization, providing a practical example of how AI can enhance delivery services. Despite the challenges such as high development costs and natural limitations of AI, the potential benefits of this approach are substantial. The article also discusses future trends, including the increasing availability of real-time data, advances in AI techniques, and potential integration with other technologies like autonomous vehicles.

Vinnytsia National Technical University (UA)
Openalex Percentile: Top 67%
Transportation and Mobility Innovations
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