The first post (What is convex optimization？common constraints and objectives) introduced several basic cones supported in a conic optimization solver: zero cone, nonnegative cone, second-order cone, ...

A MATLAB implementation of Tube-based Economic Model Predictive Control (Tube-EMPC) for high-speed train control using convex programming techniques. This project provides a robust and efficient ...

Abstract: This paper revisits the well-known family of sequential convex programming methods. We adopt the difference of convex programming technique to relax a wide variety of nonconvex optimization ...

Programming theory is treated initially without any assumptions about the functions and with interpretation for production and activity analysis. By proof of a general theorem about optimal and ...

Abstract: In this paper we introduce disciplined convex-concave programming (DCCP), which combines the ideas of disciplined convex programming (DCP) with convex-concave programming (CCP).

A modified version of Generalized Programming is presented for solving convex programming problems. The procedure uses convenient linear approximations of the gradient of the dual in order to ...