Computational Complexity Theory
Asymptotic analysis is a method used to describe the behavior of algorithms as their input size grows towards infinity. It focuses on the performance characteristics and efficiency of algorithms by providing a way to express their time and space complexities in a simplified manner, often using Big O notation. This analysis helps in comparing algorithms and understanding how they scale, particularly in the context of NP-hard problems where exact solutions may be infeasible.
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