Inertia conditions for the minimization of quadratic forms in indefinite metric spaces

Using results on indefinite metric space theory, two minimization problems are considered. Under a fundamental set of inertia conditions, a complete link between both solutions can be established. A very nice translation of prediction and filtering notions in the language of indefinite metric notions can be found. Applications to H^∞ filtering and approximate total least squares methods are presented.