Algorithm Complexity
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Overview
Describe the RAM model that is used for analysis. Instruction set. Memory hierarchy.
Comparing running time for two algorithms of which one is c1n2 and the other is c2 n lg n, even if c2 ≥ c1, no matter how much smaller c1 is than c2, there will always be a crossover point beyond which the c2n lg n algorithm is faster.
Best case running time.
Worst case running time.
Recurrence
The running time of recursive algorithms can be analyzed using recurrences.
A method of analyzing running time of recursive algorithms is the "master theorem".