Copositive optimization–recent developments and applications

IM Bomze - European Journal of Operational Research, 2012 - Elsevier
Due to its versatility, copositive optimization receives increasing interest in the Operational
Research community, and is a rapidly expanding and fertile field of research. It is a special …

[BOOK][B] An introduction to polynomial and semi-algebraic optimization

JB Lasserre - 2015 - books.google.com
This is the first comprehensive introduction to the powerful moment approach for solving
global optimization problems (and some related problems) described by polynomials (and …

[HTML][HTML] (Global) optimization: historical notes and recent developments

M Locatelli, F Schoen - EURO Journal on Computational Optimization, 2021 - Elsevier
Abstract Recent developments in (Global) Optimization are surveyed in this paper. We
collected and commented quite a large number of recent references which, in our opinion …

On the copositive representation of binary and continuous nonconvex quadratic programs

S Burer - Mathematical Programming, 2009 - Springer
In this paper, we model any nonconvex quadratic program having a mix of binary and
continuous variables as a linear program over the dual of the cone of copositive matrices …

[BOOK][B] Global optimization: theory, algorithms, and applications

M Locatelli, F Schoen - 2013 - SIAM
The first systematic overviews on global optimization appeared in 1975–1978 thanks to two
fundamental volumes titled Towards Global Optimization (Dixon & Szegö, 1975, 1978). At …

Copositive programming–a survey

M Dür - Recent Advances in Optimization and its Applications …, 2010 - Springer
Copositive programming is a relatively young field in mathematical optimization. It can be
seen as a generalization of semidefinite programming, since it means optimizing over the …

Copositive programming

S Burer - Handbook on semidefinite, conic and polynomial …, 2012 - Springer
This chapter provides an introduction to copositive programming, which is linear
programming over the convex conic of copositive matrices. Researchers have shown that …

[HTML][HTML] Conic optimization: a survey with special focus on copositive optimization and binary quadratic problems

M Dür, F Rendl - EURO Journal on Computational Optimization, 2021 - Elsevier
A conic optimization problem is a problem involving a constraint that the optimization
variable be in some closed convex cone. Prominent examples are linear programs (LP) …

An adaptive linear approximation algorithm for copositive programs

S Bundfuss, M Dür - SIAM Journal on Optimization, 2009 - SIAM
We study linear optimization problems over the cone of copositive matrices. These problems
appear in nonconvex quadratic and binary optimization; for instance, the maximum clique …

Simple ingredients leading to very efficient heuristics for the maximum clique problem

A Grosso, M Locatelli, W Pullan - Journal of Heuristics, 2008 - Springer
Starting from an algorithm recently proposed by Pullan and Hoos, we formulate and analyze
iterated local search algorithms for the maximum clique problem. The basic components of …