Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

An optimization model for electric ... CNRRO is a bi-level mixed-integer linear programming problem with an uncertainty set, which is a typical non-deterministic polynomial (NP)-hard problem, i.e., ...

Topotherm is a pyomo-based mixed-integer linear programming district heating network design model which scales well into larger districts for single and mulitple time steps. It has been benchmarked ...

Robustness in linear programming (LP ... For instance, you can use robust optimization to design a reliable supply chain network that can withstand disruptions or demand fluctuations.

debugging and optimization tools, a compiler, documentation, and a runtime library to deploy your applications. It has components that support deep learning, linear algebra, signal processing ...

In this study, field network optimization of the heavy oilfield is conducted ... The optimization problem is solved using the quadratic sequential programming method by application of non-linear ...

Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, PA, United States Uncertainties are widespread in the optimization ... programming can be applied to a process systems ...