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module module high

IndisputableMonolith.Cost.Ndim.XCoordinates

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This module defines the active x-coordinate direction as the ratio α_i / x_i in the N-dimensional reciprocal cost framework. It supplies supporting definitions for directions, diagonal corrections, and Hessian entries that extend the scalar kernel. Researchers modeling multi-component costs cite these when handling coordinate-specific contributions. The module is purely definitional and imports only the core Ndim definitions.

claimThe active x-coordinate direction is the ratio $α_i / x_i$, equipped with maps for diagonal corrections and Hessian matrix entries $H_{ij}$ in the N-dimensional reciprocal cost.

background

The upstream Core module defines the N-dimensional reciprocal cost by lifting the scalar kernel through a weighted log aggregate. This XCoordinates module specializes that construction to the active x-directions. It introduces xDirection for the ratio α_i/x_i together with xDiagonalCorrection, xHessianEntry (off-diagonal, diagonal, and zero-cost cases), and the associated 2-by-2 Hessian matrices.

proof idea

This is a definition module, no proofs.

why it matters in Recognition Science

This module supplies the x-specific coordinate components that feed into the full N-dimensional cost computations and Hessian analyses within the Cost.Ndim package. It completes the direction slot required by the multi-component reciprocal cost definition.

scope and limits

depends on (1)

Lean names referenced from this declaration's body.

declarations in this module (15)