In this article Gomory's method of solution of integer linear programming problems is described briefly (with an example of the method of solution). The bulk of the paper is devoted to a discussion of ...

Signal Temporal Logic (STL) provides a convenient way of encoding complex control objectives for robotic and cyber-physical systems. The state-of-the-art in trajectory synthesis for STL is based on ...

The Unit Commitment (UC) challenge presents a formidable task in mixed integer programming, particularly with large-scale instances. Considering the vast scale of power systems and the substantial ...

Introduction and Formulation Optimization problems are closely tied with constraint satisfaction problems. The main difference is that optimization problems introduce a notion of cost we'd like to ...

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 ...