The purpose of this paper is to propose a value function approximation method that have convergence guarantee even with nonlinear function approximator and whose hyperparameter tuning is easy and to ...

Matrix functions, such as the exponential, square root and cosine, play an indispensable role in various fields including quantum mechanics, control theory and numerical solution of differential ...

Approximation Using Polynomial Interpolation After calculating the divided differences, the script uses them to approximate values for a given x using polynomials of degrees 1, 2, and 3.

ABSTRACT: The numerical algorithms for finding the lines of branching and branching-off solutions of nonlinear problem on mean-square approximation of a real finite nonnegative function with respect ...

Discover the groundbreaking numerical algorithms for nonlinear problems in mean-square approximation of real finite nonnegative functions. Explore the construction and justification of algorithms ...