Optimization of nonlinear unconstrained problems by deterministic and stochastic methods

Diplomska naloga je prikazana z opisom nelinearnih nepogojenih optimizacijskih problemov računalniških kod v programu Python. Naš problem se je nanašal okoli dveh determinističnih in stohastičnih metod reševanja. Diplomsko delo vsebuje opisane modele, ki smo jih programirali in z njimi reševali osnovne ter zahtevne enačbe. Namen diplomskega dela je bil programiranje enačb v program Python in njegove rešitve premerjat z različno zahtevnimi problemi. Ugotovili smo, kako programirat nelinearne probleme z programskim orodjem in sestavit primeren model za njegovo delovanje. Rezultate smo primerjali glede na enačbe z eno in več spremenljivkami, ter z različnim programskim orodjem.The thesis is presented by describing nonlinear unconditioned optimisation problems of computer codes in Python. Our problem was related around two deterministic and stochastic solution methods. The thesis contains the described models that we programmed and used to solve basic and complex equations. The aim of the thesis was to program the equations in Python and to compare its solutions with differently challenging problems. We found out how to program non-linear problems with the programming tool and build a suitable model for its operation. We compared the results with respect to equations with one and several variables, and with different software tools