### Review of demand unconstraining estimation in revenue management systems from perspective of network

GUO Peng

1. School of Economics and Management, Guiyang University, Guiyang 550005, China
• Online:2017-10-01 Published:2017-10-13

### 网络环境下收益管理系统需求无约束估计综述

1. 贵阳学院 经济管理学院，贵阳 550005

Abstract: In the past 40 years, demand unconstraining estimation has been continuously developed and sustained attention in the practice of revenue management systems. Considering the business environment in the network organization and the information market environment with the Internet as the distribution channel, the customer booking time and reservation mode have undergone a fundamental change. The existing research results of demand unconstraining estimation methods are summarized. From the perspective of network environment and big data applications, the researches on mathematical statistics, choice-based models as well as machine learning simulation evaluation methods are reviewed and prospected from three aspects: the specific demand distribution form, the strategic customer behavior, and the method actual application robustness and accuracy.