A Dynamic Programming Method for a Reverse Auction Model in Service Choice Markets

机译：服务选择市场中逆向拍卖模型的动态规划方法

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In recent years, there are many service providers on cloud environment. We consider a service choice market, which service providers offer a price and quality of service, users choose a combination of services based on these offers. Since this market is asymmetry information setting, appropriate pricing gives no opportunity loss to service providers. To solve this issue, a VCG based reverse auction model for the service choice market is considered. For this model, a dynamic programming method is proposed to solve. However, this work has a computational complexity issue. Therefore we propose a new dynamic programming method, which is faster than previous work.

机译：近年来，云环境上有许多服务提供商。我们考虑一个服务选择市场，由服务提供商提供价格和服务质量，用户根据这些服务选择服务组合。由于该市场是不对称的信息设置，因此适当的定价不会给服务提供商带来任何机会损失。为了解决这个问题，考虑了针对服务选择市场的基于VCG的反向拍卖模型。针对该模型，提出了一种动态规划方法来求解。但是，这项工作存在计算复杂性的问题。因此，我们提出了一种新的动态编程方法，该方法比以前的工作要快。

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《IIAI International Congress on Advanced Applied Informatics》|2017年|1057-1058|共2页
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Keita Tsuji; Satoshi Takahashi;
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Dynamic programming; Pricing; Computational modeling; Quality of service; Optimization; Electronic mail; Economics;

机译：动态编程;定价;计算建模;服务质量;优化;电子邮件;经济;

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A Dynamic Programming Method for a Reverse Auction Model in Service Choice Markets

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