Logo image
可替代性商品之動態價格模式
Thesis

可替代性商品之動態價格模式

陳依
Masters, National Tsing Hua University
2005

Abstract

動態價格可替代性時效性商品多項羅吉特模式收益管理 Dynamic PricingSubstitutionPerishable ProductsMultinomial Logit ModelRevenue Management
As multi-product problem becomes more and more common today, customers may substitute their initial choice to a cheaper one they can afford or upgrade with additional payment to get higher service level. In many industries, such as airline seats allocation, hotel rooms or seasonal fashion goods, seller must consider customer reaction from the strategic prices on each product and its interaction to enhance the revenue in a finite sales horizon. Hence, we proposed a dynamic pricing model where a sell offers two substitutable perishable products in the monopolist market. The objective is to maximize the total profit gain from both two products. In this thesis, we analyze the problem using a multinomial logit model to describe the customer choice behavior. The exact solution is obtained according to the calculated optimal time thresholds. Sellers can dynamically adjust the price policy in the continuous-time process. We also analyze the efficient price strategy based on the marginal expected revenue function. Furthermore, a numerical example is illustrated to show the procedure and the resultant is compared with the fixed price policy.

Metrics

1 Record Views

Details

Logo image