When comparing two algorithms with different time complexities, which one is generally preferred?a.The one with a lower time complexityb.The one with a time complexity that includes more termsc.The one with a higher time complexityd.The one with a time complexity that depends on the input size

When comparing two algorithms with time complexities O(n) and O(n2), which one is more efficient for large inputs?Group of answer choices

Consider two sorting algorithms, Algorithm A with a time complexity of O(n^2) and Algorithm B with a time complexity of O(n log n). Which algorithm is likely to perform better for moderately large input sizes, and why?a.Algorithm B, because it has a lower time complexity.b.Algorithm A, because it has a lower time complexity.c.Algorithm A, because it has a higher time complexity.d.Algorithm B, because it has a higher time complexity.

Time complexities of three algorithms are given. Which should execute the slowest for largevalues of N?(A) O(N^0.5)#(B) O(n)(C) O(logN)(D) O(log2n)(E)O(NlogN

If an algorithm's time complexity is O(n2 log n), which of the following best describes its efficiency compared to an algorithm with a time complexity of O(n2)?

If the problem size is fairly small, then there is little difference between the efficiencies of different algorithms. A. True B. False