Self-Concordant Functions for Optimization on Smooth Manifolds

Abstract

This paper discusses self-concordant functions on smooth manifolds. In Euclidean space, such functions are utilized extensively as barrier functions in interior-point methods for polynomial time optimization algorithms. Here, the self-concordant function Show more