LevenbergMarquardtHessian Property |
Namespace: Accord.Math.Optimization
The Hessian needs only be upper-triangular, since it is symmetric. The Cholesky decomposition will make use of this fact and use the lower-triangular portion to hold the decomposition, conserving memory
Thus said, this property will hold the Hessian matrix in the upper-triangular part of this matrix, and store its Cholesky decomposition on its lower triangular part.
Please note that this value is actually just an approximation to the actual Hessian matrix using the outer Jacobian approximation (H ~ J'J).