How will you define convergence rate of algorithm?
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Specifically, convergence of an algorithm. The algorithm is represented as the point-to-set map, , where there is some selection function to choose if has more than one member. Convergence means that the sequence, , has a limit point, say , such that satisfies certain conditions.
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The growth rate for an algorithm is the rate at which the cost of the algorithm grows as the size of its input grows. The following figure shows a graph for six equations, each meant to describe the running time for a particular program or algorithm.
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