A survey of hidden convex optimization

Yong Xia

A survey of hidden convex optimization

Optimization and Control 2019-03-01 v1

Authors: Yong Xia

Abstract

Motivated by the fact that not all nonconvex optimization problems are difficult to solve, we survey in this paper three widely-used ways to reveal the hidden convex structure for different classes of nonconvex optimization problems. Finally, ten open problems are raised.

Keywords

convex optimization optimization and approximation theory optimization

Cite

@article{arxiv.1902.10921,
  title  = {A survey of hidden convex optimization},
  author = {Yong Xia},
  journal= {arXiv preprint arXiv:1902.10921},
  year   = {2019}
}

Comments

25 pages

Related papers

View all related →