Complexity Theory: The study of the intrinsic difficulty of computational problems and the classification of algorithms according to the resources required for their solution.

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These algorithms are significant because they can solve the noncommutative weighted Edmonds' problem in polynomial time, demonstrating that certain complex problems can be tackled efficiently [2].