Optimality Conditions for the Minimization of a Quadratic with Two Quadratic Constraints

  • Authors:
  • Ji-Ming Peng;Ya-xiang Yuan

  • Affiliations:
  • -;-

  • Venue:
  • SIAM Journal on Optimization
  • Year:
  • 1997

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Abstract

The trust region method has been proven to be very successful in both unconstrained and constrained optimization. It requires the global minimum of a general quadratic function subject to ellipsoid constraints. In this paper, we generalize the trust region subproblem by allowing two general quadratic constraints. Conditions and properties of its solution are discussed.