Fundamentals of Matrix Analysis with Applications - Saff, Edward Barry, Snider, Arthur David

This book provides comprehensive coverage of matrix theory from a geometric and physical perspective, and the authors address the functionality of matrices and their ability to illustrate and aid in many practical applications.