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math.OC2025
Assortment Optimization under the Decision Forest Model
Yi-Chun Akchen, Velibor V. MiÅ¡iÄ
We study the problem of finding the optimal assortment that maximizes expected revenue under the decision forest model, a recently proposed nonparametric choice model that is capab…
math.OC2025
Exact Logit-Based Product Design
İrem Akchen, Velibor V. MiÅ¡iÄ
The share-of-choice product design (SOCPD) problem is to find the product, as defined by its attributes, that maximizes market share arising from a collection of customer types or…
math.OC2025
Randomized Robust Price Optimization
Xinyi Guan, Velibor V. MiÅ¡iÄ
The robust multi-product pricing problem is to determine the prices of a collection of products so as to maximize the worst-case revenue, where the worst case is taken over an unce…