Optimizing revenue in CDMA networks under demand uncertainty

作     者：Olinick, Eli V. Rosenberger, Jay M. 

作者机构：So Methodist Univ Sch Engn Dept Engn Management Informat & Syst Dallas TX 75275 USA Univ Texas Arlington Dept Ind & Mfg Syst Engn Arlington TX 76019 USA 

出 版 物：《EUROPEAN JOURNAL OF OPERATIONAL RESEARCH》 (Eur J Oper Res)

年 卷 期：2008年第186卷第2期

页      面：812-825页

核心收录：

学科分类：1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 070104[理学-应用数学] 0701[理学-数学] 

基　　金：Office of Naval Research  ONR  (N00014-03-1-0053) 

主　　题：OR in telecommunications nonlinear programming stochastic prograrnming 

摘      要：Mathematical programming models for telecommunications network design are prevalent in the literature, but little research has been reported on stochastic models for cellular networks. We present a stochastic revenue optimization model for CDMA networks inspired by bid pricing models from the airline industry. We describe the optimality conditions for the model and develop a supergradient algorithm to solve it. We provide computational results that show the effects of the distribution and variance of demand. Finally, we discuss areas of future research, including a method to optimize the locations of the towers. (c) 2007 Elsevier B.V. All rights reserved.