The course is intended to introduce selected fundamental algorithms from different application areas to illustrate the techniques used to construct those algorithms and to study their performance. Topics include formal definition and characterization of algorithms, fundamentals of algorithm efficiency including recurrence relations, asymptotic .notation, efficiency classes, empirical analysis of performance, brute force techniques, divide-conquer, decrease-conquer, and graphs.