Why do we analyze algorithms?
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Algorithm analysis is an important part of a broader computational complexity theory, which provides theoretical estimates for the resources needed by any algorithm which solves a given computational problem. These estimates provide an insight into reasonable directions of search for efficient algorithms
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A complete analysis of the running time of an algorithm involves the following steps:
Implement the algorithm completely.
Determine the time required for each basic operation.
Identify unknown quantities that can be used to describe the frequency of execution of the basic operations
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