In this course, optimization of the objective functions with matlab will be explained via examples. We will not give theoretical information about the optimization subject. Rather, we will provide information about the practical use of the matlab functions for the optimization of some objective functions. Unconstrained and constrained optimization will be explained via practical examples.
Contents of the Optimization with Matlab course is provided here.
Function handles are explained in this lecture.
Optimization of a function of a single variable using matlab is studied in this lecture.
Optimization of the multivariable functions using the matlab optimization function fminsearch
Unconstrained optimization using the gradient based matlab function fminunc
Constrained optimization using matlab function 'fmincon' is explained.