The hot deformation behavior of Nb-Ti micro alloyed steel was studied by hot compression tests. The Arrhenius-type model considering compensation of strain was established. Artificial neural network was applied to model material parameters in Arrhenius-type model. Genetic algorithm was used to optimize material parameters in Arrhenius-type model. The constitutive models optimized by intelligent algorithms were compared and analyzed.