3 papers
math.OC2024
Expert-Guided Inverse Optimization for Convex Constraint Inference
Houra Mahmoudzadeh, Kimia Ghobadi
Conventional inverse optimization inputs a solution and finds the parameters of an optimization model that render a given solution optimal. The literature mostly focuses on inferri…
cs.CY2024
An Interactive Decision-Support Dashboard for Optimal Hospital Capacity Management
Felix Parker, Diego A. MartÃnez, James Scheulen +1
Data-driven optimization models have the potential to significantly improve hospital capacity management, particularly during demand surges, when effective allocation of capacity i…
math.OC2024
Improving Observed Decisions Quality using Inverse Optimization: A Radiation Therapy Treatment Planning Application
Farzin Ahmadi, Todd R. McNutt, Kimia Ghobadi
In many applied optimization settings, parameters that define the constraints may not guarantee the best possible solution, and superior solutions might exist that are infeasible f…