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A randomized algorithm is an algorithm that employs a degree of randomness as part of its logic or procedure. The algorithm typically uses uniformly random bits as an auxiliary input to guide its behavior, in the hope of achieving good performance in the "average case" over all possible choices of random determined by the random bits; thus either the running time, or the output (or both) are ...
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In computing, a Monte Carlo algorithm is a randomized algorithm whose output may be incorrect with a certain (typically small) probability. Two examples of such algorithms are the Karger–Stein algorithm [ 1 ] and the Monte Carlo algorithm for minimum feedback arc set .
The founders behind technology company, UInclude, have created an algorithm that helps recruiters by eliminating biased language from their job postings, and in turn, making the descriptions more ...
Here, a Las Vegas algorithm is a randomized algorithm whose runtime may vary, but for which the result is always correct. [ 7 ] [ 8 ] For example, this form of Yao's principle has been used to prove the optimality of certain Monte Carlo tree search algorithms for the exact evaluation of game trees .
Edgar Henry Schein (March 5, 1928 – January 26, 2023) [1] was a Swiss-born American business theorist and psychologist who was professor at the MIT Sloan School of Management.
Las Vegas algorithms were introduced by László Babai in 1979, in the context of the graph isomorphism problem, as a dual to Monte Carlo algorithms. [3] Babai [4] introduced the term "Las Vegas algorithm" alongside an example involving coin flips: the algorithm depends on a series of independent coin flips, and there is a small chance of failure (no result).