赛马投注中的随机规划与优化

Pub Date : 2022-01-01 DOI:10.1142/9789814407519_0009
W. Ziemba
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引用次数: 2

摘要

摘要跟踪投注是投资组合理论的一种简单应用。赛马场提供了许多涉及1到10匹马的投注。每一场比赛都是一个特殊的金融市场,有赌注,然后一场比赛需要一分钟或几分钟。与金融市场不同,一个人无法在领先时停止竞争,或者让市场几乎全天候运转。有一个明确的终点。与标准的投资组合理论一样,关键问题是要找到正确的方法。在这种情况下,它是两匹、三匹或更多的马以给定的顺序获得第一、第二、第三等的概率,并且可以很好地下注。对于后者,凯利资本增长标准被广泛使用,它最大化了最终财富的期望对数。交易和价格压力几率的变化很适合随机规划模型。专业的辛迪加或团队作为对冲基金已经取得了成功,最成功的几年内收益接近10亿美元。在现代,有两个特征被广泛使用。首先,这条赛道上的大额投注者有类似于好市多(Costco)的折扣。所以交易成本不是13-30%,而是10%。因此,要想赢,投注者必须在盈利之前弥补这10%的劣势。这并不容易,因为市场是相当有效的。此外,超过一半的投注在比赛开始之前不会记录在池中。这是因为钱是在比赛开始附近投注的,来自许多场外网站,这些网站与赛道上的投注结合到赛道池中。所有这些都需要时间。因此,对未来价格的估计至关重要。其次,伦敦必发(Betfair)等博彩交易所既允许标准的多头下注,也允许空头下注。这允许更多的套利和利用已知偏差的能力。自20世纪70年代末以来,我一直参与这项研究,并出版了六本书和一些文章。在本文中,我将涉及各种投注的理论,计算和实际比赛的例子和经验,如获胜,地点和显示,精确,三分之一,超级,超级五分之一,地点挑全,双,挑3,4,5和6。在哈利法克斯的演讲中,我展示了两匹不败的母马的两场最伟大的比赛,一匹当时还在跑(禅雅塔),另一匹在1988年退役了(Personal Ensign)。美国之前的不败之马是1907年的科林!这些和其他伟大的比赛可以在网站chef-de-race.com上免费观看。
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Stochastic Programming and Optimization in Horserace Betting
AbstractRacetrack betting is simply an application of portfolio theory. The racetrack offers many bets that involve the results of one to about ten horses. Each race is a special financial market with betting, then a race that takes one or a few minutes. Unlike the financial markets, one cannot stop the race when one is ahead, or have the market going almost 24/7. There is a well-defined end point. Like standard portfolio theory, the key issues are to get the means right. In this case, it is the probabilities of, say, two, three or more horses finishing first, second, third, etc., in a given order, and to bet well. For the latter, the Kelly capital growth criterion is widely used and that maximizes the expected logarithm of final wealth. Transaction and price pressure odds changes fit well into the stochastic programming models.Professional syndicates or teams have been successful as hedge funds with gains approaching one billion over several years for the most successful. In the modern era, there are two features used extensively. First, there are rebates for large bettors of the track take similar to discounts at Costco. So instead of facing a 13–30% transaction cost, it's more like 10%. So to win, the bettors must make back this 10% disadvantage before profits ensue. And this is not easy as the markets are quite efficient. Also over half the betting is not recorded in the pools until the race is being run. This is because monies are bet near the start of the race and come from many off track sites which are combined with the on-track bets into the track pool. All this takes time. So estimates of future prices are crucial. Secondly, betting exchanges such as Betfair in London allow short as well as standard long bets. This allows for more arbitrage and the ability to take advantage of known biases. I have been involved in this research since the late 1970s with six books and a number of articles.In this paper I relate the theory, computations and examples of real races and experiences for various bets such as win, place and show, exactas, triactors, superfectas, super hi five, place pick all, double, pick 3, 4, 5 and 6. In the Halifax presentation I showed two of the greatest races ever by two undefeated female horses, one that was still then running (Zenyatta) and one retired (Personal Ensign) in 1988. The previous US undefeated horse was Colin in 1907! These and other great races can be seen free on the website chef-de-race.com.
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