Publisher's Synopsis
This monograph develops ideas and techniques involved in optimization methods using calculus, leading to the study of convexity. This is followed by discussion of basic numerical methods, least squares, the Karush-Kuhn-Tucker Theorem, penality functions and Lagrange multipliers.