Abstract: Mathematical optimization (MO) in “reality” is an area of applied mathematics that has significance in a wide range of fields, including the areas of operations research, soft computation, ...

Abstract: Model optimization is the most important component in the deep learning field, impacting performance and model training. In this chapter, techniques of optimization and their theoretical and ...