OPTIMIZATION OF THE AUCTION DURATION IN THE PRESENSE OF TIME-DEPENDANT COSTS

Oleg Melnikov
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Abstract

This paper examines the influence of the duration of auctions or tenders on the expected gain of their organizer. Extending the duration of bidding affects auction results in two ways. On the one hand, it allows attracting a larger number of participants to the auction, and the competition between them increases the chances of the auctioneer to get a better price. On the other hand, delaying bids delays the receipt of money (for auctions) or required goods or services (for tenders), and time has value in itself. The influence of these two factors, which act in opposite directions, suggests the existence of an optimal duration of the bidding process. The paper develops a mathematical model of bidding, which formalizes these considerations and provides an algorithm to determine their optimal duration. The arrival of bidders willing to participate in the auction is modeled as a Poisson process. Each participant is characterized by his own assessment of the value of the object put up for auction. These estimates are assumed to be independent identically distributed random variables drawn from some parametric distribution. Under these assumptions, Myerson's revenue equivalence theorem makes it possible to predict the expected results of the auction as a function of the number of bidders, regardless of the auction rules. On this basis, it is possible to compare the benefits and costs associated with changing the duration of time for accepting applications for participation in bidding, which makes it possible to determine its optimal value. The obtained optimality conditions have a meaningful and intuitive economic interpretation. For practical applications, the use of Monte Carlo methods based on the empirical distribution of bid and ask prices is proposed. The practical implementation of the proposed algorithm can improve the economic performance of the auctioneer, which is especially relevant for the public sector of the economy.
在成本随时间变化的情况下优化拍卖期限
本文研究了拍卖或招标的持续时间对其组织者预期收益的影响。延长竞标时间会从两个方面影响拍卖结果。一方面,它可以吸引更多的参与者参与拍卖,他们之间的竞争增加了拍卖人获得更好价格的机会。另一方面,延迟出价会延迟收到资金(拍卖)或所需货物或服务(招标),而时间本身就具有价值。这两个因素的影响方向相反,表明存在一个最佳的投标过程持续时间。本文建立了一个投标数学模型,将这些考虑因素形式化,并提供了一种确定其最佳持续时间的算法。愿意参加竞拍的竞拍者的到来被模拟为一个泊松过程。每个参与者都有自己对拍卖物品价值的评估。假定这些评估值是从某种参数分布中抽取的独立同分布随机变量。在这些假设条件下,迈尔森收益等价定理使得预测拍卖的预期结果成为竞拍者数量的函数成为可能,而与拍卖规则无关。在此基础上,可以比较改变接受参与竞价申请的时间长短所带来的收益和成本,从而确定其最优值。所得到的最优条件在经济上有直观的解释。在实际应用中,建议使用基于买卖价格经验分布的蒙特卡罗方法。实际应用所提出的算法可以提高拍卖商的经济效益,这对公共经济部门尤为重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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