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This survey includes an introduction to the concepts of problem complexity, analysis of algorithms to find bounds on complexity, average-case behavior, and approximation algomthms The major techmques used m analysis of algorithms are reviewed and examples of the use of these methods are presented. A brief explanation of the problem classes P and NP, as well as the class of NP-complete problems, is also presented.

A Survey of Analysis Techniques for Discrete Algorithms