We work in the setting of The Flat Torus: Standing Notation , used here with a natural number n n n satisfying 1 ≤ n 1\le n 1 ≤ n and n ≤ 3 n\le3 n ≤ 3 ; the initial segments [ n ] [n] [ n ] , Euclidean space R n \mathbb{R}^{n} R n with its norm ∥ ⋅ ∥ \lVert\,\cdot\,\rVert ∥ ⋅ ∥ , the integer lattice Z n \mathbb{Z}^{n} Z n , the cell Q Q Q , the classes L t ( T n ) \mathcal{L}^{t}(\mathbb{T}^{n}) L t ( T n ) and spaces L t ( T n ) L^{t}(\mathbb{T}^{n}) L t ( T n ) with the class map [ ⋅ ] [\,\cdot\,] [ ⋅ ] for a real number t t t with 1 ≤ t 1\le t 1 ≤ t , and the restriction v ∣ Q v|_{Q} v ∣ Q are the ones fixed there. Let N \mathbb{N} N be the set of natural numbers , let π \pi π be the real number of The Number Pi (i) (the wrapping map of The Flat Torus: Standing Notation (ii) is not used here), let 2 = 1 + 1 2=1+1 2 = 1 + 1 and 4 = 2 + 2 4=2+2 4 = 2 + 2 , and for a real number s s s write s 2 = s s s^{2}=ss s 2 = ss . A representative of a class U ∈ L t ( T n ) U\in L^{t}(\mathbb{T}^{n}) U ∈ L t ( T n ) is a member u u u of L t ( T n ) \mathcal{L}^{t}(\mathbb{T}^{n}) L t ( T n ) with [ u ] = U [u]=U [ u ] = U . Let H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) , with its inner product ⟨ ⋅ , ⋅ ⟩ H 1 \langle\,\cdot\,,\cdot\,\rangle_{H^{1}} ⟨ ⋅ , ⋅ ⟩ H 1 and norm ∥ ⋅ ∥ H 1 \lVert\,\cdot\,\rVert_{H^{1}} ∥ ⋅ ∥ H 1 , be the Sobolev space fixed there , and let ⟨ ⋅ , ⋅ ⟩ L 2 \langle\,\cdot\,,\cdot\,\rangle_{L^{2}} ⟨ ⋅ , ⋅ ⟩ L 2 , ∥ ⋅ ∥ L 2 \lVert\,\cdot\,\rVert_{L^{2}} ∥ ⋅ ∥ L 2 and d L 2 d_{L^{2}} d L 2 be the inner product, norm and distance of L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) . Let E k E_{k} E k for k ∈ Z n k\in\mathbb{Z}^{n} k ∈ Z n be the classes of The Trigonometric System on the Torus is Orthonormal (i) , which lie in H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) by The Trigonometric System is Continuously Differentiable and Orthogonal in the Sobolev Space of the Torus (ii) . Finite sums ∑ j = 1 N \sum_{j=1}^{N} ∑ j = 1 N are those of Finite Sum Notation in a Field .
We work also in the setting of Hilbert Triples: Standing Notation and Background , used here with the Hilbert triple ( H , V , A ) (H,V,A) ( H , V , A ) taken to be the one of The Square-Integrable and Sobolev Spaces of the Torus Form a Hilbert Triple (i) , that is, with H = L 2 ( T n ) H=L^{2}(\mathbb{T}^{n}) H = L 2 ( T n ) , with V = H 1 ( T n ) V=H^{1}(\mathbb{T}^{n}) V = H 1 ( T n ) carrying ⟨ ⋅ , ⋅ ⟩ H 1 \langle\,\cdot\,,\cdot\,\rangle_{H^{1}} ⟨ ⋅ , ⋅ ⟩ H 1 , and with A A A the form operator determined by these data; its standing hypothesis Hilbert Triples: Standing Notation and Background (ii) holds for this triple by that clause. Accordingly ⟨ ⋅ , ⋅ ⟩ H \langle\,\cdot\,,\cdot\,\rangle_{H} ⟨ ⋅ , ⋅ ⟩ H is ⟨ ⋅ , ⋅ ⟩ L 2 \langle\,\cdot\,,\cdot\,\rangle_{L^{2}} ⟨ ⋅ , ⋅ ⟩ L 2 and ∣ ⋅ ∣ H |\cdot|_{H} ∣ ⋅ ∣ H is ∥ ⋅ ∥ L 2 \lVert\,\cdot\,\rVert_{L^{2}} ∥ ⋅ ∥ L 2 , ∣ ⋅ ∣ V |\cdot|_{V} ∣ ⋅ ∣ V is ∥ ⋅ ∥ H 1 \lVert\,\cdot\,\rVert_{H^{1}} ∥ ⋅ ∥ H 1 , and D ( A ) ⊆ H 1 ( T n ) D(A)\subseteq H^{1}(\mathbb{T}^{n}) D ( A ) ⊆ H 1 ( T n ) is the domain of the form operator, as fixed in Hilbert Triples: Standing Notation and Background (iii) . The set L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) is open in itself by Hilbert Triples: Standing Notation and Background (v) , so that the trace of D ( A ) D(A) D ( A ) on it is D ( A ) D(A) D ( A ) itself; S y m ( H 1 ( T n ) ) \mathrm{Sym}(H^{1}(\mathbb{T}^{n})) Sym ( H 1 ( T n )) denotes the set of bounded symmetric bilinear forms on H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) fixed in Hilbert Triples: Standing Notation and Background (vi) , and 0 V 0_{V} 0 V the zero vector of H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) . Square-summability of a sequence in V V V , the sum σ ( f ) \sigma(f) σ ( f ) and the trace T r f \mathrm{Tr}_{f} Tr f are those of Square-Summable Sequences in the Form Space of a Hilbert Triple and the Trace of a Form along Them .
Let b , κ , λ 0 , C g ∈ R b,\kappa,\lambda_{0},C_{g}\in\mathbb{R} b , κ , λ 0 , C g ∈ R satisfy 0 ≤ b 0\le b 0 ≤ b , 0 < λ 0 0<\lambda_{0} 0 < λ 0 and 0 ≤ C g 0\le C_{g} 0 ≤ C g , let ω g \omega_{g} ω g be a modulus of continuity , and let g : H 1 ( T n ) → R g:H^{1}(\mathbb{T}^{n})\to\mathbb{R} g : H 1 ( T n ) → R satisfy
∣ g ( X ) ∣ ≤ C g for every X ∈ H 1 ( T n ) , ∣ g ( X ) − g ( Y ) ∣ ≤ ω g ( ∥ X − Y ∥ H 1 ) for all X , Y ∈ H 1 ( T n ) . |g(X)|\le C_{g}\quad\text{for every }X\in H^{1}(\mathbb{T}^{n}),\qquad |g(X)-g(Y)|\le\omega_{g}\bigl(\lVert X-Y\rVert_{H^{1}}\bigr)\quad\text{for all }X,Y\in H^{1}(\mathbb{T}^{n}). ∣ g ( X ) ∣ ≤ C g for every X ∈ H 1 ( T n ) , ∣ g ( X ) − g ( Y ) ∣ ≤ ω g ( ∥ X − Y ∥ H 1 ) for all X , Y ∈ H 1 ( T n ) .
Let B : H 1 ( T n ) → L 2 ( T n ) B:H^{1}(\mathbb{T}^{n})\to L^{2}(\mathbb{T}^{n}) B : H 1 ( T n ) → L 2 ( T n ) be the cube map fixed there for this b b b , whose value at X X X is B ( X ) = b [ x 3 ] B(X)=b\,[x^{3}] B ( X ) = b [ x 3 ] for x x x any representative of X X X , and let L : L 2 ( T n ) → L 2 ( T n ) L:L^{2}(\mathbb{T}^{n})\to L^{2}(\mathbb{T}^{n}) L : L 2 ( T n ) → L 2 ( T n ) be the map whose value at X X X is L ( X ) = − κ X L(X)=-\kappa X L ( X ) = − κ X .
Let θ , ν ∈ R \theta,\nu\in\mathbb{R} θ , ν ∈ R satisfy 0 ≤ θ ≤ 1 0\le\theta\le1 0 ≤ θ ≤ 1 and 0 ≤ ν 0\le\nu 0 ≤ ν . Let N ∈ N N\in\mathbb{N} N ∈ N and let c : [ N ] → R c:[N]\to\mathbb{R} c : [ N ] → R and w : [ N ] → Z n w:[N]\to\mathbb{Z}^{n} w : [ N ] → Z n be maps, with values written c j c_{j} c j and w j w_{j} w j . Let f = ( f j ) j ∈ N f=(f_{j})_{j\in\mathbb{N}} f = ( f j ) j ∈ N be the sequence in H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) with
f j = c j E w j for j ∈ [ N ] , f j = 0 V for j ∈ N with N < j , f_{j}=c_{j}\,E_{w_{j}}\ \ \text{for }j\in[N],\qquad f_{j}=0_{V}\ \ \text{for }j\in\mathbb{N}\text{ with }N<j, f j = c j E w j for j ∈ [ N ] , f j = 0 V for j ∈ N with N < j ,
which is well defined because H 1 ( T n ) H^{1}(\mathbb{T}^{n}) H 1 ( T n ) is a linear subspace of L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) by The Sobolev Space of Once Weakly Differentiable Square-Integrable Classes on the Torus (i) and [ N ] [N] [ N ] is the set of j ∈ N j\in\mathbb{N} j ∈ N with j ≤ N j\le N j ≤ N , so that exactly one of j ≤ N j\le N j ≤ N and N < j N<j N < j holds for each j j j , by claim 3 of Properties of the Order on the Natural Numbers . Then the following hold.
1. (The noise) (i) The sequence f f f is square-summable in V V V , with
σ ( f ) = ∑ j = 1 N c j 2 ( 1 + 4 π 2 ∥ w j ∥ 2 ) , \sigma(f)=\sum_{j=1}^{N}c_{j}^{2}\bigl(1+4\pi^{2}\lVert w_{j}\rVert^{2}\bigr), σ ( f ) = j = 1 ∑ N c j 2 ( 1 + 4 π 2 ∥ w j ∥ 2 ) ,
and for every Y ∈ S y m ( H 1 ( T n ) ) Y\in\mathrm{Sym}(H^{1}(\mathbb{T}^{n})) Y ∈ Sym ( H 1 ( T n ))
T r f Y = ∑ j = 1 N c j 2 Y ( E w j , E w j ) . \mathrm{Tr}_{f}Y=\sum_{j=1}^{N}c_{j}^{2}\,Y\bigl(E_{w_{j}},E_{w_{j}}\bigr). Tr f Y = j = 1 ∑ N c j 2 Y ( E w j , E w j ) .
2. (The data) (ii) L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) is not finite-dimensional as a vector space over R \mathbb{R} R , by The Lebesgue Space of Square-Integrable Functions on the Torus is Not Finite-Dimensional ; B B B is a monotone nonlinearity for ( H , V , A ) (H,V,A) ( H , V , A ) by The Cube Map is a Monotone Nonlinearity on the Sobolev Hilbert Triple of the Torus (v) ; and L L L is Lipschitz with constant ∣ κ ∣ |\kappa| ∣ κ ∣ from ( L 2 ( T n ) , d L 2 ) (L^{2}(\mathbb{T}^{n}),d_{L^{2}}) ( L 2 ( T n ) , d L 2 ) to itself, the number ∣ κ ∣ |\kappa| ∣ κ ∣ being nonnegative. Consequently the function F F F on D ( A ) × R × L 2 ( T n ) × S y m ( H 1 ( T n ) ) D(A)\times\mathbb{R}\times L^{2}(\mathbb{T}^{n})\times\mathrm{Sym}(H^{1}(\mathbb{T}^{n})) D ( A ) × R × L 2 ( T n ) × Sym ( H 1 ( T n )) whose value at ( X , r , p , Y ) (X,r,p,Y) ( X , r , p , Y ) is
F ( X , r , p , Y ) = λ 0 r − ν 2 T r f Y + θ 2 ( ∥ p ∥ L 2 ) 2 + ⟨ A X + B ( X ) + L ( X ) , p ⟩ L 2 − g ( X ) F(X,r,p,Y)=\lambda_{0}\,r-\tfrac{\nu}{2}\,\mathrm{Tr}_{f}Y+\tfrac{\theta}{2}\bigl(\lVert p\rVert_{L^{2}}\bigr)^{2}+\bigl\langle AX+B(X)+L(X),\,p\bigr\rangle_{L^{2}}-g(X) F ( X , r , p , Y ) = λ 0 r − 2 ν Tr f Y + 2 θ ( ∥ p ∥ L 2 ) 2 + ⟨ A X + B ( X ) + L ( X ) , p ⟩ L 2 − g ( X )
is defined, and the hypotheses of Well-Posedness for a Viscous Hamilton-Jacobi Equation with a Monotone Nonlinearity on a Hilbert Triple are satisfied by the present data, with ℓ = ∣ κ ∣ \ell=|\kappa| ℓ = ∣ κ ∣ there.
3. (Well-posedness) (iii) There is a function u : L 2 ( T n ) → R u:L^{2}(\mathbb{T}^{n})\to\mathbb{R} u : L 2 ( T n ) → R that is a viscosity solution of F F F on L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) , satisfies
∣ u ( X ) ∣ ≤ C g λ 0 for every X ∈ L 2 ( T n ) , |u(X)|\le\frac{C_{g}}{\lambda_{0}}\qquad\text{for every }X\in L^{2}(\mathbb{T}^{n}), ∣ u ( X ) ∣ ≤ λ 0 C g for every X ∈ L 2 ( T n ) ,
and is uniformly continuous on L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) with respect to d L 2 d_{L^{2}} d L 2 and the metric of Real Hilbert Spaces: Standing Notation and Background (i) ; the quotient above is the quotient of C g C_{g} C g by the nonzero λ 0 \lambda_{0} λ 0 , and is nonnegative. Moreover, if u ′ u' u ′ is a viscosity solution of F F F on L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) that is continuous on L 2 ( T n ) L^{2}(\mathbb{T}^{n}) L 2 ( T n ) and for which some C ′ ′ ∈ R C''\in\mathbb{R} C ′′ ∈ R satisfies ∣ u ′ ( X ) ∣ ≤ C ′ ′ |u'(X)|\le C'' ∣ u ′ ( X ) ∣ ≤ C ′′ for every X ∈ L 2 ( T n ) X\in L^{2}(\mathbb{T}^{n}) X ∈ L 2 ( T n ) , then u ′ ( X ) = u ( X ) u'(X)=u(X) u ′ ( X ) = u ( X ) for every X ∈ L 2 ( T n ) X\in L^{2}(\mathbb{T}^{n}) X ∈ L 2 ( T n ) .