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Drop lower order terms - PowerPoint PPT Presentation

Growth Rates

Growth Rates. Growth rates of functions: Linear ? n Quadratic ? n 2 Cubic ? n 3 In a log-log chart, the slope of the line corresponds to the growth rate of the function. Constant Factors. The growth rate is not affected by constant factors or lower-order terms Examples

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Analysis of Algorithms

Analysis of Algorithms. Input. Algorithm. Output. An algorithm is a step-by-step procedure for solving a problem in a finite amount of time. Theoretical Analysis. Uses a high-level description of the algorithm instead of an implementation

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Drop lower order terms - PowerPoint PPT Presentation

Growth Rates

Analysis of Algorithms