Thomas Rothvoss works at the intersection of theoretical computer science and discrete mathematics at the University of Washington, where he holds a joint appointment as a professor in the Mathematics ...

This paper considers a new canonical duality theory for solving mixed integer quadratic programming problem. It shows that this well-known NP-hard problem can be converted into concave maximization ...

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...

Our approach introduces the first general Learning-to-Optimize (L2O) framework designed for Mixed-Integer Nonlinear Programming (MINLP). As illustrated above, the approach consists of two core ...

Renewable Energy Institute, North China Electric Power University, Beijing, China. Water resources are the basic resources for the survival and development of human society. However, with the rapid ...