Techniques for handling nonsymmetric cones in interior point algorithms

Conic programs that seek to minimize a linear function over an intersection of symmetric (self-dual and homogeneous) cones are amenable to highly efficient primal-dual interior point methods, which are implemented by many popular off-the-shelf conic solvers. On the other hand, many useful conic set...

Full description

Bibliographic Details
Main Author: Kapelevich, Lea
Other Authors: Van Parys, Bart P.G.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/145003
https://orcid.org/0000-0002-1043-393X