BriefGPT.xyz
Feb, 2024
动态定价的新时代：将监督学习和二次规划协同
The New Era of Dynamic Pricing: Synergizing Supervised Learning and Quadratic Programming
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Gustavo Bramao, Ilia Tarygin
TL;DR
本文通过结合监督学习和二次规划来改进汽车租赁行业中的动态定价模型，利用价格弹性的动态建模，通过普通最小二乘（OLS）指标如p-values、齐次性、误差正态性进行优化，以达到给定有限集目标的利润最大化。
Abstract
In this paper, we explore a novel combination of
supervised learning
and
quadratic programming
to refine
dynamic pricing models
in the
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