intention 发表于 2025-3-25 03:47:55
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Stochastic Algorithms: Foundations and ApplicationsSecond International缺陷 发表于 2025-3-25 12:11:23
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Optimality of Randomized Algorithms for the Intersection Problem,c algorithms for this problem, and offer lower bounds on the randomized complexity in different models (cost model, alternation model)..We refine the alternation model into the . to prove that randomized algorithms perform better than deterministic ones on the intersection problem. We present a randFretful 发表于 2025-3-25 23:57:44
Stochastic Algorithms for Gene Expression Analysis,sets, the number of variables exceeds the number of observations by at least one order of magnitude. Substantial variable reduction is usually necessary before learning algorithms can be utilized in practice. Commonly used greedy variable selection strategies preclude the discovery of potentially im适宜 发表于 2025-3-26 02:22:48
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Testing a Simulated Annealing Algorithm in a Classification Problem, which are generated and simulated by a Design of Experiments. This way, it is possible to find data characteristics that influence the relative classification performance of different classification methods. It turns out that the new method improves the classification performance of the classical L粘连 发表于 2025-3-26 10:24:27
Global Search through Sampling Using a PDF,s space using a probability density function (PDF). The PDF is updated in four nested cycles such that the search focuses on regions containing good solutions without avoiding other regions altogether. Tests on benchmark problems having multi-parameter non-linear objective functions revealed that PGComprise 发表于 2025-3-26 13:30:05
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