一种航班座位分配算法
FIight Seat AIIocation AIgorithm
王琨琨1
作者信息
- 1. 北京交通大学计算机与信息技术学院，北京 100044
- 折叠
摘要
研究航班旅客座位分配算法问题，提出一种综合考虑旅客个体偏好和旅客关系的座位分配算法。利用旅客历史出行记录推导出旅客共同出行网络；构建旅客座位偏好模型；采用先来先服务算法给航班旅客分配座位。在客运领域的一个真实的数据集上进行实验，实验表明与值机时生成的座位情况相比，采用先来先服务算法进行座位分配提高旅客的满意度。
Abstract
Studies the issue of allocating seats for passengers in a flight and proposes an algorithm considering passengers' individual preference and social preference. Constructs passenger social networks based on their co-travel behaviors extracted from the historical travel records;models the individual preference and social preference of passengers;employs First-Come-First-Served(FCFS) algorithm to allocate seats for passengers in a flight. Experimental results on a real data set of passenger travel records in the field of passenger transport demon-strate that the seat allocation results employing algorithm can improve passengers' satisfaction.
关键词
人工智能/社会网络/座位分配Key words
Artificial Intelligence/Social Networks/Seat Allocation引用本文复制引用
出版年
2015
NETL
NSTL
维普
万方数据