Karmarkar's algorithm is a polynomial-time algorithm for solving linear programming (LP) problems, developed by mathematician Narendra Karmarkar in 1984. The significance of the algorithm lies in its efficiency and its departure from the traditional simplex method, which, despite being widely used, can potentially take exponential time in the worst-case scenarios.
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