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Sobolev Space


The Sobolev space W^(s,p)(Omega), for an open subset Omega subset= R^d with d>=1, 1<=p<=infty, and nonnegative integer s, is defined by

 W^(s,p)(Omega)={f in L^p(Omega): forall |alpha|<=s,partial_x^alphaf in L^p(Omega)},
(1)

where alpha=(alpha_1,...,alpha_d) is a vector of nonnegative integers, |alpha|=alpha_1+...+alpha_d, and the derivatives partial_x^alphaf=partial_(x_1)^(alpha_1)...partial_(x_d)^(alpha_d)f are taken in a weak sense.

When endowed with the norm

 ||f||_(s,p,Omega)=sum_(|alpha|<=s)||partial_x^alphaf||_(L^p(Omega)),
(2)

W^(s,p)(Omega) is a Banach space.

In the special case p=2, W^(s,2)(Omega) is denoted by H^s(Omega). This space is a Hilbert space for the inner product

 <f,g>_(s,Omega)=sum_(|alpha|<=s)<partial_x^alphaf,partial_x^alphag>_(L^2(Omega))=sum_(|alpha|<=s)int_Omegapartial_x^alphafpartial_x^alphag^_dmu.
(3)

Sobolev spaces play an important role in the theory of partial differential equations.

On R^d, noninteger orders can be defined using the Bessel potential space convention. In particular, with f^^(xi)=intf(x)e^(-ix·xi)dx, the norm of H^s(R^d) is

 ||f||_(H^s)^2=(2pi)^(-d)int_(R^d)(1+||xi||^2)^s|f^^(xi)|^2dxi.
(4)

This fractional regularity is used in the local smoothing conjecture and the Schrödinger pointwise convergence problem.

Sum spaces of Sobolev spaces can behave differently from their gradient-constrained analogs. The sum norm is ||f||_(X+Y)=inf_(f=g+h)(||g||_X+||h||_Y). Zhang (2026) constructed smooth real-valued mean-zero functions Phi_K on the N-torus, for every N>=2 and integer K>=16, such that ||del Phi_K||_(H^(-1/2)+L^1)<=C but ||Phi_K||_(H^(1/2)+W^(1,1))>=cK^(1/4)-C, with positive constants independent of N and K. The spaces in these norms are over the same N-torus. This disproves the proposed Bourgain-Brezis sum-space estimate controlling the latter norm by the former. Zhang (2026) reports AI assistance with exploratory calculations and checking the proof.


See also

Banach Space, Bessel Potential Space, Hardy-Littlewood Maximal Function, Hilbert Space, Lp-Space, Partial Differential Equation

Portions of this entry contributed by Filipe Oliveira

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References

Mazja, V. Sobolev Spaces. New York: Springer-Verlag, 1985.Stein, E. M. Singular Integrals and Differentiability Properties of Functions. Princeton, NJ: Princeton University Press, 1971.Zhang, C. "A Counterexample to a Bourgain-Brezis Sum-Space Estimate." 4 Sep 2026. https://arxiv.org/abs/2610.35882.

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Sobolev Space

Cite this as:

Weisstein, Eric W., with contributions by Filipe Oliveira. "Sobolev Space." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/SobolevSpace.html

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