This work introduces concepts and algorithms in optimization theory for neural network research, covers the main neural network models and their theoretical ana... » 

This work introduces concepts and algorithms in optimization theory for neural network research, covers the main neural network models and their theoretical analysis and introduces models for solving nonlinear programming problems and combinatorial optimization problems. «