This scientific work can be used in various mathematical disciplines to solve or automate the solution of a wide range of problems, from various numerical calculations to algorithmic solutions to selected problems, to solve and understand the principle of mathematical problems using the implemented functions of Matlab. Book is also including the complex mathematical basis of selected optimization problems. The publication is also suitable for those who are already experienced in creating algorithms and need to clarify the topic from the mathematical point of view.