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- Cross-entropy_method abstract "The cross-entropy (CE) method attributed to Reuven Rubinstein is a general Monte Carlo approach tocombinatorial and continuous multi-extremal optimization and importance sampling. The method originated from the field of rare event simulation, wherevery small probabilities need to be accurately estimated, for example in network reliability analysis, queueing models, or performance analysis of telecommunication systems.The CE method can be applied to static and noisy combinatorial optimization problems such as the traveling salesman problem, the quadratic assignment problem, DNA sequence alignment, the max-cut problem and the buffer allocation problem, as well as continuous global optimization problems with many local extrema.In a nutshell the CE method consists of two phases:Generate a random data sample (trajectories, vectors, etc.) according to a specified mechanism.Update the parameters of the random mechanism based on the data to produce a "better" sample in the next iteration. This step involves minimizing the cross-entropy or Kullback–Leibler divergence.".
- Cross-entropy_method wikiPageExternalLink CE.
- Cross-entropy_method wikiPageExternalLink aortut.pdf.
- Cross-entropy_method wikiPageID "5767980".
- Cross-entropy_method wikiPageRevisionID "584257215".
- Cross-entropy_method hasPhotoCollection Cross-entropy_method.
- Cross-entropy_method subject Category:Heuristics.
- Cross-entropy_method subject Category:Machine_learning.
- Cross-entropy_method subject Category:Monte_Carlo_methods.
- Cross-entropy_method subject Category:Optimization_algorithms_and_methods.
- Cross-entropy_method type Ability105616246.
- Cross-entropy_method type Abstraction100002137.
- Cross-entropy_method type Act100030358.
- Cross-entropy_method type Activity100407535.
- Cross-entropy_method type Algorithm105847438.
- Cross-entropy_method type Cognition100023271.
- Cross-entropy_method type Event100029378.
- Cross-entropy_method type Heuristic105847956.
- Cross-entropy_method type Heuristics.
- Cross-entropy_method type Know-how105616786.
- Cross-entropy_method type Method105660268.
- Cross-entropy_method type MonteCarloMethods.
- Cross-entropy_method type OptimizationAlgorithmsAndMethods.
- Cross-entropy_method type Procedure101023820.
- Cross-entropy_method type PsychologicalFeature100023100.
- Cross-entropy_method type Rule105846932.
- Cross-entropy_method type YagoPermanentlyLocatedEntity.
- Cross-entropy_method comment "The cross-entropy (CE) method attributed to Reuven Rubinstein is a general Monte Carlo approach tocombinatorial and continuous multi-extremal optimization and importance sampling.".
- Cross-entropy_method label "Cross-entropy method".
- Cross-entropy_method label "Méthode de l'entropie croisée".
- Cross-entropy_method sameAs Méthode_de_l'entropie_croisée.
- Cross-entropy_method sameAs m.0f3m1g.
- Cross-entropy_method sameAs Q3333633.
- Cross-entropy_method sameAs Q3333633.
- Cross-entropy_method sameAs Cross-entropy_method.
- Cross-entropy_method wasDerivedFrom Cross-entropy_method?oldid=584257215.
- Cross-entropy_method isPrimaryTopicOf Cross-entropy_method.