Symmetry and coercivity in quadratic energy minimization
ID: symmetry-and-coercivity-in-quadratic-energy-minimization
A continuous symmetric coercive bilinear form on a real Hilbert space and a continuous linear functional give a unique minimum of . The parallelogram identity makes any minimizing sequence Cauchy in the energy norm; coercivity and completeness give its limit. Differentiation gives , and proves uniqueness. A nonsymmetric operator instead differentiates to its symmetric part. Mere pointwise positivity without a lower bound in the chosen norm need not yield a minimizing vector.
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