In teaching simulation, the Buffon's needle is a popular experiment to use for designing a Monte Carlo simulation to approximate the number π. Simulating the Buffon's needle experiment is a perfect ...

The fixed-point iteration method is widely used in electromagnetic field analysis involving hysteresis property due to its strong robustness, but it has the problem of low computational efficiency. In ...

python3 numerical-methods sympy numerical-analysis newton-raphson linear-interpolation fixed-point-iteration secant-method Updated Mar 19, 2022 Python ...

Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions ...

In particular, gradient methods using inexact or noisy gradients, such as stochastic gradient descent, can be studied conveniently using well-known results on inexact fixed-point iterations. Moreover, ...

According to the optimization condition (KKT) and the duality theory of quadratic programming, the fixed-point iteration method is obtained for equality constrained (see [7]) and inequality ...

And the theory and algorithm of quadratic programming are presented completely. According to the optimization condition (KKT) and the duality theory of quadratic programming, the fixed-point iteration ...