CS 170 Efficient Algorithms and Intractable Problems. Concept and basic techniques in the design and analysis of algorithms; models of computation; lower bounds; algorithms for optimum search trees, balanced trees and UNION-FIND algorithms; numerical and algebraic algorithms; combinatorial algorithms. Turing machines, how to count steps, deterministic and non-deterministic Turing machines NP-completeness. Unsolvable and intractable problems. M. Blum.