Sevo Technologies

SEVO / MARKET ATLAS / MODEL

RELATIONAL STATE

Meaningful events are retained as weighted relationships. The visible object is the current modeled market state, not a geographic map.

w_ij(t) = ∫_−∞^t η_ij(τ)e^{−λ_ij(t−τ)}dN_ij(τ)

SPECTRAL EMBEDDING

The weighted relationship graph determines the embedding. Low-order modes of the normalized Laplacian become spatial coordinates.

L = I − D^−1/2WD^−1/2

x_i = [u₂(i), u₃(i), u₄(i)]^T

CONSTRAINED TRANSPORT

Current flow is a soft transport plan over feasible supply and demand under local cost. Relevance alone does not create a path.

π* = arg min_π∈U(a,b) [⟨π,C⟩ + ε∑_ijπ_ij(log π_ij − 1)]

Formal visualization model for Sevo's marketplace. Distinct from our production ranking, quality, and operational systems unless otherwise specified.