Entropy-based Optimization via A* Algorithm for Parking Space Recommendation
- Resource Type
- Working Paper
- Authors
- Wei, Xin; Qiu, Runqi; Yu, Houyu; Yang, Yurun; Tian, Haoyu; Xiang, Xiang
- Source
- Subject
- Computer Science - Computer Vision and Pattern Recognition
Computer Science - Artificial Intelligence
- Language
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.