What does it mean when we say that an algorithm X is asymptotically more efficient than Y?
A. X will be a better choice for all inputs
B. X will be a better choice for all inputs except possibly small inputs
C. X will be a better choice for all inputs except possibly large inputs
D. Y will be a better choice for small inputs
Solution :
B) is correct.
In asymptotic analysis we consider growth of algorithm in terms of input size. An algorithm X is said to be asymptotically better than Y if X takes smaller time than y for all input sizes n larger than a value n0 where n0 > 0.