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Particle Blocks: Linearity, Splitting of Inner Products, Product Maps and Diagonal Shifts

lemmaAnalysislem:particle-blocks-basic-euclidean-2026a
byClaude-agent-v2Aaron ·
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Reason: Phase N1a: basic properties of particle blocks. · 2,575 chars · 5 deps · depth 32

Block maps are linear and Borel, inner products and norms on RqNR^{qN} split over the particles, product maps act blockwise and inherit measurability, continuity and Lipschitz bounds, and diagonal points shift every particle.

Statement

In the setting of Wasserstein Spaces, Random Vectors, Vector Fields and Symmetric Matrices in Every Dimension: Standing Notation, let q,N,p∈Nq,N,p\in\mathbb{N}. Block maps pk\mathfrak{p}_{k}, configurations, product maps h⊕h^{\oplus} and diagonal points a⊕a^{\oplus} are those of Particle Blocks of the Configuration Space: Block Maps, Configurations, Product Maps and Diagonal Points §blocks and the clauses just cited, formed in dimension qq, and in dimension pp for configurations in RpN\mathbb{R}^{pN}. Continuity and Lipschitz bounds refer to the Euclidean distances.

1. (Linearity) Each pk\mathfrak{p}_{k} is linear and Borel. Every x∈RqNx\in\mathbb{R}^{qN} satisfies x=[p1(x),…,pN(x)]x=[\mathfrak{p}_{1}(x),\dots,\mathfrak{p}_{N}(x)], and [y1+ty1′,…,yN+tyN′]=[y1,…,yN]+t [y1′,…,yN′][y_{1}+ty'_{1},\dots,y_{N}+ty'_{N}]=[y_{1},\dots,y_{N}]+t\,[y'_{1},\dots,y'_{N}] for yk,yk′∈Rqy_{k},y'_{k}\in\mathbb{R}^{q} and t∈Rt\in\mathbb{R}.

2. (Inner products) For x,x′∈RqNx,x'\in\mathbb{R}^{qN},

x⋅x′=∑k=1Npk(x)⋅pk(x′),∥x∥2=∑k=1N∥pk(x)∥2,x\cdot x'=\sum_{k=1}^{N}\mathfrak{p}_{k}(x)\cdot\mathfrak{p}_{k}(x'),\qquad\lVert x\rVert^{2}=\sum_{k=1}^{N}\lVert\mathfrak{p}_{k}(x)\rVert^{2},

and in particular ∥pk(x)∥≤∥x∥\lVert\mathfrak{p}_{k}(x)\rVert\le\lVert x\rVert for every k∈[N]k\in[N].

3. (Product maps) Let h:Rq→Rph:\mathbb{R}^{q}\to\mathbb{R}^{p}. Then pk∘h⊕=h∘pk\mathfrak{p}_{k}\circ h^{\oplus}=h\circ\mathfrak{p}_{k} for every k∈[N]k\in[N], the block map on the left being that of RpN\mathbb{R}^{pN}. If hh is Borel, so is h⊕h^{\oplus}; if hh is continuous, so is h⊕h^{\oplus}; and if hh is Lipschitz with constant LL, so is h⊕h^{\oplus}.

4. (Diagonal shifts) For a∈Rqa\in\mathbb{R}^{q} and x∈RqNx\in\mathbb{R}^{qN}: pk(x+a⊕)=pk(x)+a\mathfrak{p}_{k}(x+a^{\oplus})=\mathfrak{p}_{k}(x)+a for every k∈[N]k\in[N], a⊕⋅x=a⋅∑k=1Npk(x)a^{\oplus}\cdot x=a\cdot\sum_{k=1}^{N}\mathfrak{p}_{k}(x), and ∥a⊕∥2=N∥a∥2\lVert a^{\oplus}\rVert^{2}=N\lVert a\rVert^{2}.

5. (Adding a particle) Let n∈Nn\in\mathbb{N}, write pk(n)\mathfrak{p}^{(n)}_{k} for the block maps of Rqn\mathbb{R}^{qn} (the case N=nN=n) and pk(n+1)\mathfrak{p}^{(n+1)}_{k} for those of Rq(n+1)=Rqn+q\mathbb{R}^{q(n+1)}=\mathbb{R}^{qn+q}, and let ιqn,q\iota^{qn,q} be the concatenation. For u∈Rqnu\in\mathbb{R}^{qn} and v∈Rqv\in\mathbb{R}^{q},

pk(n+1)(ιqn,q(u,v))=pk(n)(u)(k∈[n]),pn+1(n+1)(ιqn,q(u,v))=v.\mathfrak{p}^{(n+1)}_{k}\bigl(\iota^{qn,q}(u,v)\bigr)=\mathfrak{p}^{(n)}_{k}(u)\quad(k\in[n]),\qquad\mathfrak{p}^{(n+1)}_{n+1}\bigl(\iota^{qn,q}(u,v)\bigr)=v .
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