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We introduce an application for executing and testing different unconstrainedoptimization algorithms. The application contains a library of various testfunctions with pre-defined starting points. A several known classes of methodsas well as different classes of line search procedures are covered. Each methodcan be tested on various test function with a chosen number of parameters.Solvers come with optimal pre-defined parameter values which simplifies theusage. Additionally, user friendly interface gives an opportunity for advancedusers to use their expertise and also easily fine-tune a large number of hyperparameters for obtaining even more optimal solution.  This application can be used as a tool for developing new optimizationalgorithms (by using simple API), as well as for testing and comparing existingones, by using given standard library of test functions. Special care has beengiven in order to achieve good numerical stability of all vital parts of theapplication. The application is implemented in programming language Matlab withvery helpful gui support.

Vilin: Unconstrained Numerical Optimization Application