Quadratic functional 2026-10-07
A quadratic functional on a real vector space combines a quadratic form , a linear functional and a constant. If is a symmetric bounded bilinear form, its first variation is . For a strictly positive , an existing stationary point is the unique minimizer by the quadratic variational principle for a symmetric positive operator.
For a symmetric bounded bilinear form that is strictly positive on nonzero vectors, and a bounded linear functional , set . The first variation is . A weak solution of satisfies , so it is the unique minimizer. Conversely, any minimizer solves the weak equation. A coercive bilinear form gives existence by the Lax-Milgram theorem; strict positivity alone does not.