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We are often interested in estimating the rate of growth of a function f(x) as x . Big-O notation provides a convenient way of writing

We are often interested in estimating the rate of growth of a function f(x) as x . Big-O notation provides a convenient way of writing upper bounds on the growth of functions. Briefly discuss and compare the common big-O complexity classes using suitable examples.

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