Fundamentals of Linear Algebra and Optimization CIS515, Some Notes Jean Gallier Department of Computer and Information Science University of Pennsylvania Philadelphia, PA 19104, USA e-mail: jean@cis.upenn.edu c Jean Gallier December 11, 2012