Keyword Analysis & Research: complexity of search algorithms


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Frequently Asked Questions

How to calculate time complexity?

Time complexity of different loops is equal to the sum of the complexities of individual loop. Therefore, Time complexity = O(m)+O(n)

What is the worst case time complexity for this algorithm?

The worst-case time complexity for the contains algorithm thus becomes W ( n ) = n. Worst-case time complexity gives an upper bound on time requirements and is often easy to compute. The drawback is that it’s often overly pessimistic. See Time complexity of array/list operations for a detailed look at the performance of basic array operations.

Which search algorithm takes less memory?

in general case on a tree based searching methods Depth-First Search takes less memory since only the nodes on the current path are stored, but in Breadth First Search, all of the tree that has generated must be stored. This is a very interesting question.

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