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time complexity definition

Envious Echidna answered on October 9, 2021 Popularity 10/10 Helpfulness 2/10

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Time complexity is the amount of time taken by an algorithm to run, as a function of the length of the input. It measures the time taken to execute each statement of code in an algorithm.

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Contributed on Oct 09 2021

Envious Echidna

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what is time complexity?

O(1): Constant time complexity, operations that take the same time regardless of input size.
O(N): Linear time complexity, operations that scale linearly with input size.
O(N^2): Quadratic time complexity, operations that involve nested iterations over input data.
O(logN): Logarithmic time complexity, operations that reduce the problem size in each step.
O(NlogN): Log-linear time complexity, operations that divide the problem into smaller subproblems and process each independently.

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Contributed on Jul 12 2024

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