On convex relaxations in nonconvex optimization

A1 Journal article (refereed)


Internal Authors/Editors


Publication Details

List of Authors: Westerlund, Tapio, Lundell, Andreas, Westerlund, Joakim
Publication year: 2011
Journal: Chemical Engineering Transactions
Journal acronym: CHEM ENGINEER TRANS
Volume number: 24
Start page: 331
End page: 336
Number of pages: 6
ISSN: 1974-9791


Abstract

Convex relaxations play an important role in many areas, especially in optimization and particularly in global optimization. In this paper we will consider some special, but fundamental, issues related to convex relaxation techniques in constrained nonconvex optimization. We will especially consider optimization problems including nonconvex inequality constraints and their relaxations. Finally, we will illustrate the results by a problem connected to N-dimensional allocation.

Last updated on 2019-14-10 at 06:30