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CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 9 ] Asymptotic Analysis Actual (wall-clock) time of a program is affected by: Instead of wall-clock time, look at the pattern of the program’s behavior as the problem size increases. This is called asymptotic analysis.
CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 10 ] Big-Oh Notation Big-oh notation is used to capture the generic From a practical point of view, you can get the big-oh notation for a function by 1. 2. Which terms are lower order than others? In increasing order: Examples: 4302 = n 3 + n log n + n 5 + n = 34n 3 , 2n log n + :0004n 5 +5:2n= See Appendix B, Section 4 of Standish, or CPSC 311, for mathematical definitions and justifications.
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