Within this thesis, the material and friction behavior of steels under metal cutting conditions was investigated. To model the material behavior under these conditions, a new material and friction model was developed. An inverse procedure was originated for the determination of the material model parameters, utilizing a novel hybrid optimization algorithm. The results of the simulations showed a close agreement with their corresponding experimental cutting examinations.