Introduction to Optimization

Many engineering problems, particularly in image processing, can be expressed as optimization problems. Often, we must make approximations of our mathematical models in order to cast the problems into optimization form. This chapter considers basic optimization theory and application as related to image processing. The focus presented in the examples will be to functions of one dimension, or line functions. Later chapters will give emphasis to the multidimensional case.