Algorithms

An algorithm can be analyzed theoretically and empirically; and this analysis might be focused on the quality of the solution found, or on how efficiently it is found. Whereas a theoretical analysis is typically a mathematical statement about the method, an empirical analysis of an algorithm typically involves its computer implementation, and the construction of benchmark data sets on which to evaluate the algorithm’s performance.