wmpy.integration.integrator.Integrator

class Integrator(*args, **kwargs)

Bases: Protocol

Protocol for classes that can integrate polynomials over polytopes.

Classes implementing this protocol must provide methods for both single integration and batch integration operations.

Methods

integrate	Computes a convex integral.
integrate_batch	Computes a batch of integrals.

integrate(polytope, polynomial)

Computes a convex integral.

Parameters:

• polytope (Polytope) – convex integration bounds

• polynomial (Polynomial) – the integrand

Return type:

float

Returns:

The result of the integration as a non-negative scalar value.

integrate_batch(convex_integrals)

Computes a batch of integrals.

Parameters:

convex_integrals (Collection[tuple[Polytope, Polynomial]]) – a collection of bounds/integrand pairs

Return type:

ndarray

Returns:

The result of the batch of integrations as a numpy array.