CS5486 Intelligent Systems
Assignment 2

1. Using MATLAB tools at the following links to simulate a two-input
support vector machine and a least-square support vector machine to
model a unknown sine function z = sin(x + y) based on 100 training
samples randomly generated in [-5 , 5]2 under the uniform distribution
and Gaussian kernel with unity sigma.
2. Show your results with the samples and two separated plotted 3D
graphs of the outputs with the samples and regular grid points as inputs.
3. Compare the results in terms of modeling accuracy and computational
speed.

SVM toolbox: http://www.isis.ecs.soton.ac.uk/resources/svminfo/
LSSVM toolbox: https://www.esat.kuleuven.be/sista/lssvmlab/
Due by Nov. 11, 2019.