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Entropy-based Optimization via A* Algorithm for Parking Space Recommendation

2021-04-19 17:24:51
Xin Wei, Runqi Qiu, Houyu Yu, Yurun Yang, Haoyu Tian, Xiang Xiang
arXiv_AI
     
Abstract

This paper addresses the path planning problems for recommending parking spaces, given the difficulties of identifying the most optimal route to vacant parking spaces and the shortest time to leave the parking space. Our optimization approach is based on the entropy method and realized by the A* algorithm. Experiments have shown that the combination of A* and the entropy value induces the optimal parking solution with the shortest route while being robust to environmental factors.

Abstract (translated)

URL

https://arxiv.org/abs/2104.09461

PDF

https://arxiv.org/pdf/2104.09461.pdf

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