Sentence examples for enforces the solution from inspiring English sources

The role of the two penalties is different, the l1 term (sum of absolute values) enforces the solution to be sparse, the l2 term (sum of the squares) preserves correlation among the variables.

The role of the two penalties is different, the l1 term (sum of absolute values) enforces the solution to be sparse, the l2 term (sum of the squares) preserves correlation among the genes.

The idea of regularization is to enforce

Moreover, it enforces the numerical solution to satisfy the exact interface conditions.

This approach guarantees consistency of the estimator [ 36] and enforces the sparsity of the solution by the l1term, while preserving correlation among input variables with the l2 term.

{leftVert mathbf{x}rightVert}_1le c (1 where ℒ : ℝ D  → ℝ is a convex and differentiable loss function, || ⋅ ||1 indicates an L 1 norm operator enforcing the sparse solution, and c is a constant for controlling regularization and sparsity, meaning how many zeros are in the optimal solution vector.

The forcing term is given as f x,t)=frac{Gamma(1+mu)}{Gamma(mu+1-alpha)}t^{mu-alpha }x^{3} 1-x -6kappa t^{3} 1-x -6kappaenforce the exact solution (u(x,t)=t^{3} 1-x -6kappa. toking (kappa =1), (alpha=0.9), (mu=2+alpha), Figurenforcecribes the bexactor of the global errorsolution1) versu xthe variation of p with (M=20) and (N=5mbox000).

At each stage of loading, superposition is used to represent the solution in terms of the infinite medium solution for the discrete dislocations and a complimentary solution that enforces the boundary conditions, which is non-singular and obtained from a linear elastic, finite element solution.

The CMOE detector based on the optimal solution enforces the response of the interest signal to be of unity and minimizes the total variance of the detector output.

This manuscript describe a solution technique that enforces the nil shear stress condition at the free edge using a high power exponential function resulting in a simple yet accurate closed form solutions for the interfacial shear stress.

Katie enforces the thing.