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The DIRECT (DIvided RECTangles) algorithm is a global optimization method that does not require a known Lipschitz constant. This characteristic makes it particularly robust and versatile, applicable to a wide range of optimization problems. The algorithm operates by dividing the search space into smaller hyper-rectangles and evaluating the function at the center of each rectangle.