Copositivity and constrained fractional quadratic programs
P. Amaral, I. M. Bomze and J. Júdice
Abstract
We
provide Completely Positive and Copositive Programming formulations for
the Constrained Fractional Quadratic Problem (CFQP) and Standard
Fractional Quadratic Problem (StFQP). Based on these formulations,
Semidefinite Programming (SDP) relaxations are derived for finding good
lower bounds to these fractional programs, which are used in a global
optimization branch-and-bound approach. Applications of the CFQP and
StFQP, related with the correction of infeasible linear systems and
eigenvalue complementarity problems are also discussed.