requires O(n) vs due to calling the other

These two phrases are not directly comparable as they serve different purposes. 'Requires O(n)' is a common notation in computer science to indicate the time complexity of an algorithm, while 'due to calling the other' is a phrase that explains a causal relationship between actions. They are used in different contexts and cannot be interchanged.

Last updated: March 15, 2024 • 585 views

requires O(n)

This phrase is correct and commonly used in computer science to denote the time complexity of an algorithm.

This phrase is used in computer science to indicate that the time taken by an algorithm to complete its task grows linearly with the size of the input data.

Examples:

This algorithm requires O(n) time complexity.
The function has a runtime that requires O(n) operations.

Show examples from the web [+]

... volume 3: Sorting and Searching, where they'll find that Radix sort takes O(N) time (but requires O(N) space, and places constraints on keys).
Unfortunately, this requires O(n) extra space for having the arrays a and b available simultaneously. Also, allocation and deallocation are often slow operations.
Given an array of size n, the partitioning step performs O(n) work in O(log n) time and requires O(n) additional scratch space. After the array has been partitioned, ...
For example, the statement that insertion sort requires O(n2) comparisons is meaningless without defining n, which in this case is the number of elements in the ...

due to calling the other

This phrase is correct and is used to explain a causal relationship between actions.

This phrase is used to indicate that one action is a result of or influenced by another action.

Examples:

The error occurred due to calling the wrong function.
The performance issue arose due to calling the other function.

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requires O(n) vs due to calling the other

requires O(n)

due to calling the other

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