This chapter and the next two chapters, ( 8 and 9 ), represent the culmination of a lot of mathematics theory, specifically linear algebra and calculus. The material has been divided into three chapters to indicate the separate nature of each topic since each chapter revisits and completes one of the case studies introduced in Chap. 1 .