计算机工程与应用2017，Vol.53Issue(19)：17-25,9.DOI:10.3778/j.issn.1002-8331.1706-0196
网络环境下收益管理系统需求无约束估计综述
Review of demand unconstraining estimation in revenue management systems from perspective of network
摘要
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.关键词
收益管理系统/需求无约束估计/需求分布/顾客策略行为/计算机仿真Key words
revenue management system/demand unconstraining estimation/demand distribution/strategic customer behavior/computer simulation分类
信息技术与安全科学引用本文复制引用
郭鹏..网络环境下收益管理系统需求无约束估计综述[J].计算机工程与应用,2017,53(19):17-25,9.基金项目
国家社会科学基金一般项目(No.15BGL198) （No.15BGL198）
贵州省教育厅高校人文社会科学研究自筹项目(No.2016ZC021) （No.2016ZC021）
贵阳市科学技术协会软科学研究项目(No.2016A01). （No.2016A01）
