4 papers
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…
AstroQ: Automated Scheduling of Cadenced Astronomical Observations
Jack Lubin, Erik A. Petigura, Velibor V. MiÅ¡iÄ +2
Astronomy relies heavily on time domain observations. To maximize the scientific yield of such observations, astronomers must carefully match the observational cadence to the pheno…
Exact Logit-Based Product Design
Ä°rem 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…
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…