Least squares problem

List of Octave codes related to Chapter 14 of [1]. More...

Files
file	ex1401.m
	Example 14.1 in [1].
file	ex1402.m
	Example 14.2 in [1].
file	gaussNewton.m
	Algorithm 14.1: Gauss-Newton method.
file	hyperbolicTangent.m
	Hyperbolic tangent function.
file	kalmanFilter.m
	Algorithms 14.2 and 14.3: Kalman filter update.
file	runGaussNewton.m
	Run to illustrate the Gauss-Newton algorithm 14.1.
file	runKalman.m
	Run to illustrate the Kalman filter algorithm 14.2 (Table 14.3)
file	runNeuralNetwork.m
	Run the neural network example (Example 14.2) to illustrate the Gauss-Newton algorithm 14.1.

Detailed Description

List of Octave codes related to Chapter 14 of [1].