The use of linearprogramming today is very wide spread because of useful optimizations problems that can solve. Some of the more important industries that are using optimization methods are: logistics, telecommunications and manufacturing.
The objective of linear programming is optimization of complex problems with algorithms. In out thesis we want to introduce different types of optimization algorithms and how they work. Our main focus will be on simplex method and interior-point method. For testing purposes we will use standardized test set for optimization problems. With given results we will try to decide which optimization method is better suited for the job.