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bundles / scipy 2.0.0.dev0+git20260907.41eeb59 / scipy / optimize / _constraints / Bounds / residual

function

scipy.optimize._constraints:Bounds.residual

source: build-install/usr/lib/python3.14/site-packages/scipy/optimize/_constraints.py:327

Signature

def residual(self, x)

Summary

Calculate the residual (slack) between the input and the bounds.

Extended Summary

For a bound constraint of the form

lb <= x <= ub

the lower and upper residuals between x and the bounds are values sl and sb such that

lb + sl == x == ub - sb

When all elements of sl and sb are positive, all elements of x lie within the bounds; a negative element in sl or sb indicates that the corresponding element of x is out of bounds.

Parameters

x : array_like

Vector of independent variables

Returns

sl, sb : array-like

The lower and upper residuals

Aliases

  • scipy.optimize.Bounds.residual