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A heuristic approach to revenue maximisation in a competitive bandwidth-on-demand wireless market

机译:竞争带宽无需无线市场中收入最大化的启发式方法

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This paper deals with a dual approach to understand pricing when wireless providers attempt to maximize their revenue in a competitive market, and network resources are sold on-demand at the time of request. Without any need for a preexisting contractual relationship with any of the providers users can submit requests for bandwidth to all available wireless networks, which in return announce their price for the requested resource. Users select the offer which gives them the highest net utility. The duality of our approach is reflected in the use of a game-theoretic model, which describes a game of incomplete information between two providers, and a heuristic that, taking into account technological constraints such as capacity and cell power, maximises the revenue of each provider. We make use of a simulation application to implement the heuristic solution and discuss the results obtained from extensive experimentation.
机译:本文涉及在无线提供商试图在竞争激烈的市场中最大限度地提高其收入时,涉及定价的双重方法,并且在请求时,网络资源销售需求。无需与任何提供者进行预先存在的合同关系,用户可以向所有可用的无线网络提交带宽请求,以返回宣布所请求资源的价格。用户选择提供给出最高网络实用程序的优惠。我们的方法的二元性反映在使用游戏理论模型中,该模型描述了两个提供商之间不完整信息的游戏,以及考虑到能力和细胞功率等技术限制,最大化每个的技术限制的启发式提供者。我们利用模拟应用来实现启发式解决方案,并讨论从广泛的实验获得的结果。

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