Type:
Conference Paper›Invited and refereed articles in conference proceedings
Authored by:
Apergi, Lida A., Baras, John S., Golden, Bruce L., Wood, Kenneth.
Conference date:
October 22-25, 2017
Conference:
INFORMS Annual Meeting 2017
Abstract:
This research tackles the problem of patient and process prioritization in a healthcare environment with limited resources. Considering the medical cardiology department of a large medical center, a holistic model is designed and developed towards optimizing the decisions of allocating the available resources to the patients in order to minimize patients’ waiting costs. Approximate Dynamic Programming techniques are applied to optimize the aforementioned decisions over time, as well as capture the heterogeneity of the patients.