博弈论与收益管理实践

G. V. Ryzin
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引用次数: 8

摘要

在工业中,收益管理是一个庞大且日益增长的实践。它涉及许多经济学家、计算机科学家和应用数学家所熟悉和喜爱的东西:统计学、优化、需求建模和算法设计。战略行为显然对许多定价决策至关重要。尽管如此,博弈论很少在收入管理实践中使用。在这次演讲中,我们将探讨博弈论在收入管理中的潜在作用,以及必须克服哪些挑战才能使其在实践中可行。
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Game theory and the practice of revenue management
Revenue management is a large and growing practice in industry. It involves much of what economists, computer scientists and applied mathematicians know and love: statistics, optimization, demand modeling and algorithm design. And strategic behavior is clearly of central importance to many pricing decisions. Despite all this, game theory is rarely used in revenue management practice. In this talk, we look at the potential role of game theory in revenue management and what challenges must be overcome to make it viable in practice.
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