Quadratic energy minimization by the parallelogram law
ID: quadratic-energy-minimization-by-the-parallelogram-law
Let be a closed linear subspace of a real Hilbert space, and let for a symmetric bounded bilinear form that is nonnegative on the ambient space and coercive on . Then has a unique minimizer on every closed affine subspace . If , the midpoint belongs to and the parallelogram law gives . Coercivity on makes the minimizing sequence Cauchy; completeness and continuity give a minimizer. The vanishing first variation is for all . Two minimizers differ by with , so coercivity gives uniqueness. This proves the symmetric existence theorem directly, without invoking the Lax-Milgram theorem.
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