Novacta.Analytics.Advanced Namespace |
Class | Description | |
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Basis |
Represents a basis for finite dimensional real vector spaces.
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CategoricalEntailmentEnsembleOptimizationContext |
Represents a Cross-Entropy context supporting
the optimization of objective functions whose
arguments are collections of CategoricalEntailment
instances.
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Cloud |
Represents a collection of weighted multi-dimensional
points, whose coordinates are
taken with respect to a given basis.
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CombinationOptimizationContext |
Represents a Cross-Entropy context supporting
the optimization of objective functions whose
arguments are the combinations having the specified
size available from a given set of items.
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ContinuousOptimizationContext |
Represents a Cross-Entropy context in which
a continuous function is minimized or maximized.
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CrossEntropyContext |
A Cross-Entropy context.
This object is used to implement
the varying steps of
a CrossEntropyProgram.
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CrossEntropyProgram |
Provides the abstract base class for algorithms implementing
the Cross-Entropy method.
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CrossEntropyResults |
Represents the results of the execution of a
CrossEntropyProgram.
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PartitionOptimizationContext |
Represents a Cross-Entropy context supporting
the optimization of objective functions whose
arguments are specific partitions
of a given finite set of items.
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RareEventProbabilityEstimationContext |
Represents a Cross-Entropy context in which the
estimation of a rare event probability
is obtained by exploiting
a RareEventProbabilityEstimator instance.
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RareEventProbabilityEstimationResults |
Represents the results of the execution of a
Cross-Entropy program represented by a
RareEventProbabilityEstimator instance.
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RareEventProbabilityEstimator |
Represents a Cross-Entropy program designed to provide the estimation
of rare event probabilities.
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SingularValueDecomposition |
Provides methods to compute the Singular Value Decomposition
of a matrix.
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SpectralDecomposition |
Provides methods to compute the Spectral Decomposition
of symmetric real or Hermitian complex matrices.
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SystemPerformanceOptimizationContext |
Represents a Cross-Entropy context in which the
optimization of the performance of a system
is obtained by exploiting
a SystemPerformanceOptimizer instance.
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SystemPerformanceOptimizationResults |
Represents the results of the execution of a
Cross-Entropy program represented by a
SystemPerformanceOptimizer instance.
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SystemPerformanceOptimizer |
Represents a Cross-Entropy program designed to provide
the optimization of a system's performance.
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Enumeration | Description | |
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EliteSampleDefinition |
Contains constants for controlling if the elite sample points of a
Cross-Entropy context must be defined as those corresponding
to the lowest or highest performances of the system under study.
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OptimizationGoal |
Contains constants specifying if an objective
function must be minimized or maximized.
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RareEventPerformanceBoundedness |
Contains constants for controlling if the rare event whose
probability must be evaluated by a Cross-Entropy estimator
includes states of the system under study whose performances
are upper or lower bounded.
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