This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; optimality conditions ...
Abstract: An algorithm based on sequential convex optimization (SCP) is introduced to facilitate the fast and efficient solution of a spacecraft aero-assisted orbital transfer problem. Firstly, an ...
We study competitive economy equilibrium computation. We show that, for the first time, the equilibrium sets of the following two markets: 1. A mixed Fisher and Arrow-Debreu market with homogeneous ...
Abstract. We consider sensitivity functionals and Lagrange multiplier method for solving finite dimensional convex optimization problem.An analysis based on this property is also applied for ...
The goal of this course is to investigate in-depth and to develop expert knowledge in the theory and algorithms for convex optimization. This course will provide a rigorous introduction to the rich ...
This repository provides implementations of various matrix completion algorithms based on convex optimization. Convex optimization is particularly useful in this context because it offers theoretical ...
1 School of Electronic and Information Engineering, Beijing Jiaotong University, China 2 School of Automation and Intelligence, Beijing Jiaotong University, China Recently, deep unfolding networks ...
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