@inproceedings{318788d785394884a00bbffbd9de2d14,
title = "Genetic Algorithm-Based Fair Order Assignment Optimization of Food Delivery Platform",
abstract = "Most existing food delivery platforms lack responsibility when it comes to route planning. This often results in uneven assignment of orders or difficulty in arranging orders for delivery drivers. These issues have led to loss of consumer rights and reduced revenue for delivery platforms, as well as negative feedback and evaluations. To address this problem, it is necessary to first resolve the issue of uneven distribution of orders. In this paper, we propose using the Genetic Algorithm (GA) to solve the order assignment optimization problem. By utilizing GA{\textquoteright}s strong global search ability, we can achieve fair assignment of orders, optimize delivery routes, and balance revenue distribution. This approach creates a fair competition environment for delivery drivers and improves service quality, ultimately leading to positive feedback from consumers and creating a win-win situation.",
keywords = "Artificial intelligence, delivery route planning, genetic algorithm, traveling salesperson",
author = "Tsai, {Min Yan} and Lin, {Guo Yu} and Zeng, {Jiang Yi} and Yu, {Chia Mu} and Chen, {Chi Yuan} and Cho, {Hsin Hung}",
note = "Publisher Copyright: {\textcopyright} 2023, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.; 14th EAI International Conference on Bio-inspired Information and Communications Technologies, BICT 2023 ; Conference date: 11-04-2023 Through 12-04-2023",
year = "2023",
doi = "10.1007/978-3-031-43135-7_12",
language = "English",
isbn = "9783031431340",
series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "122--132",
editor = "Yifan Chen and Dezhong Yao and Tadashi Nakano",
booktitle = "Bio-inspired Information and Communications Technologies - 14th EAI International Conference, BICT 2023, Proceedings",
address = "德國",
}