Cutting Plane and Primal-Dual Approaches to Convex (Nonlinear) Mixed-Integer Optimization
Abstract
The project will develop state-of-the-art algorithms for optimization with general convex constraints, and structured non convex constraints like integrality constraints on all or a subset of the decision variables. A significant effort will be made to develop and utilize duality theory for this purpose. The algorithms will be applicable in diverse application areas with complex non linear effects, such as computational game theory applied to national security and defense, chemical engineering, drinking-water distribution, stochastic programming for healthcare, amongst many others.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Jan 23, 2018
- Source ID
- N000141812096
Entities
People
- Amitabh Basu
Organizations
- Johns Hopkins University
- Office of Naval Research
- United States Navy