Advances in Newton-based Barrier Methods for Nonlinear Programming

Nonlinear programming is a very important tool for optimizing many systems in science and engineering. The interior point solver IPOPT has become one of the most popular solvers for NLP because of its high performance. However, certain types of problems are still challenging for IPOPT. This disserta...

Full description

Bibliographic Details
Main Author: Wan, Wei
Format: Others
Published: Research Showcase @ CMU 2017
Subjects:
NLP
Online Access:http://repository.cmu.edu/dissertations/998
http://repository.cmu.edu/cgi/viewcontent.cgi?article=2037&context=dissertations