A mapping on an inner-product space is firmly nonexpansive when
Every firmly nonexpansive mapping is nonexpansive, and the resolvent of a maximal monotone operator is firmly nonexpansive.
Hilbert space completion 2026-09-28
The Hilbert space completion of an inner-product space is a Hilbert space containing an isometric dense copy of . It can be constructed from Cauchy sequences in , identifying two sequences when the norm of their difference tends to zero.
Monotone operator 2026-09-28
An operator on an inner-product space is monotone when
for every . The gradient of every differentiable convex function is monotone.
A real linear operator on an inner-product space is a positive-definite operator when it is self-adjoint and
for every nonzero in its domain. In the variational setting one normally requires the stronger uniform estimate for some , which is coercivity.