Name | Description | Type | Package | Framework |
Abs | The node for calculating the absolute value of a number. | Class | org.moeaframework.util | MOEA |
|
AbstractAlgorithm | Abstract class providing default implementations for several Algorithm methods. | Class | org.moeaframework | MOEA |
|
AbstractEvolutionaryAlgorithm | Abstract class providing default implementations for several EvolutionaryAlgorithm methods. | Class | org.moeaframework | MOEA |
|
AbstractProblem | Abstract class for Problems. | Class | org.moeaframework | MOEA |
|
AbstractPSOAlgorithm | Abstract multi-objective particle swarm optimizer (MOPSO). | Class | org.moeaframework.algorithm | MOEA |
|
Accumulator | An accumulator stores collected data from a single run of an algorithm. | Class | org.moeaframework.analysis | MOEA |
|
Acos | The node for calculating the arc cosine of a number. | Class | org.moeaframework.util | MOEA |
|
Acosh | The node for calculating the hyperbolic arc cosine of a number. | Class | org.moeaframework.util | MOEA |
|
ActionFactory | Collection of actions used by the diagnostic tool. | Class | org.moeaframework.analysis | MOEA |
|
AdaptiveGridArchive | Adaptive grid archive. | Class | org.moeaframework | MOEA |
|
AdaptiveMetropolis | The adaptive metropolis (AM) operator. | Class | org.moeaframework.core.operator | MOEA |
|
AdaptiveMultimethodVariation | Auto-adaptive multi-method recombination operator. | Class | org.moeaframework.core | MOEA |
|
AdaptiveMultimethodVariationCollector | Collects the individual operator probabilities from AdaptiveMultimethodVariation. | Class | org.moeaframework.analysis | MOEA |
|
AdaptiveTimeContinuation | Decorator for EvolutionaryAlgorithms to add time continuation (restarts). | Class | org.moeaframework | MOEA |
|
AdaptiveTimeContinuationCollector | Collects the number of restart events resulting from AdaptiveTimeContinuation. | Class | org.moeaframework.analysis | MOEA |
|
Add | The node for adding two numbers. | Class | org.moeaframework.util | MOEA |
|
AdditiveEpsilonIndicator | | Class | org.moeaframework.core | MOEA |
|
AdditiveEpsilonIndicatorFitnessEvaluator | | Class | org.moeaframework.core | MOEA |
|
AerovisConverter | Converts a result file into an Aerovis input file. | Class | org.moeaframework.analysis | MOEA |
|
AggregateConstraintComparator | Compares solutions based on their magnitude of constraint violations. | Class | org.moeaframework.core | MOEA |
|
Algorithm | Interface for an optimization algorithm. | Interface | org.moeaframework | MOEA |
|
AlgorithmException | An exception that originated from an algorithm. | Class | org.moeaframework | MOEA |
|
AlgorithmFactory | Factory for creating algorithm instances. | Class | org.moeaframework.core | MOEA |
|
AlgorithmInitializationException | An exception that originated from an algorithm during initialization. | Class | org.moeaframework | MOEA |
|
AlgorithmProvider | Defines an SPI for algorithms. | Class | org.moeaframework.core | MOEA |
|
AlgorithmTerminationException | An exception that originated from an algorithm during termination. | Class | org.moeaframework | MOEA |
|
Analysis | Command line utility for calculating the best, probability of attainment, efficiency and controllability metrics. | Class | org.moeaframework.analysis | MOEA |
|
AnalyticalProblem | Interface for problems whose Pareto optimal set is known analytically, providing the generate() method for producing randomly-generated | Interface | org.moeaframework | MOEA |
|
And | The node for calculating the logical AND of two boolean values. | Class | org.moeaframework.util | MOEA |
|
ApproximationSetCollector | Collects approximation sets from an Algorithm. | Class | org.moeaframework.analysis | MOEA |
|
ApproximationSetPlot | Displays the end-of-run Pareto approximation set. | Class | org.moeaframework.analysis | MOEA |
|
ApproximationSetViewer | Window for displaying approximation set dynamics. | Class | org.moeaframework.analysis | MOEA |
|
ARFFConverter | Converts a result file into an ARFF file that can be loaded into various data mining software (e. | Class | org.moeaframework.analysis | MOEA |
|
Asin | The node for calculating the arc sine of a number. | Class | org.moeaframework.util | MOEA |
|
Asinh | The node for calculating the hyperbolic arc sine of a number. | Class | org.moeaframework.util | MOEA |
|
Atan | The node for calculating the arc tangent of a number. | Class | org.moeaframework.util | MOEA |
|
Atanh | The node for calculating the hyperbolic arc tangent of a number. | Class | org.moeaframework.util | MOEA |
|
AttachPoint | Identifies objects in an object graph (all public and private fields contained within an object and those it references). | Class | org.moeaframework.analysis | MOEA |
|
Belegundu | The Belegundu problem. | Class | org.moeaframework.problem | MOEA |
|
BinaryIntegerVariable | Decision variable for integers encoded as a binary string. | Class | org.moeaframework.core | MOEA |
|
BinaryVariable | Decision variable for binary strings. | Class | org.moeaframework.core | MOEA |
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Binh | The Binh problem. | Class | org.moeaframework.problem | MOEA |
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Binh2 | The Binh (2) problem. | Class | org.moeaframework.problem | MOEA |
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Binh3 | The Binh (3) problem. | Class | org.moeaframework.problem | MOEA |
|
Binh4 | The Binh (4) problem. | Class | org.moeaframework.problem | MOEA |
|
BitFlip | Bit flip mutation operator. | Class | org.moeaframework.core.operator | MOEA |
|
C1_DTLZ1 | The C1-DTLZ1 test problem. | Class | org.moeaframework.problem | MOEA |
|
C1_DTLZ3 | The C1-DTLZ3 test problem. | Class | org.moeaframework.problem | MOEA |
|
C2_DTLZ2 | The C2-DTLZ2 test problem. | Class | org.moeaframework.problem | MOEA |
|
C3_DTLZ1 | The C3-DTLZ1 test problem. | Class | org.moeaframework.problem | MOEA |
|
C3_DTLZ4 | The C3-DTLZ4 test problem. | Class | org.moeaframework.problem | MOEA |
|
Call | The node for calling a named function. | Class | org.moeaframework.util | MOEA |
|
Ceil | The node for calculating the smallest integer value that is greater than or equal to a number. | Class | org.moeaframework.util | MOEA |
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CF1 | | Class | org.moeaframework.problem | MOEA |
|
CF10 | | Class | org.moeaframework.problem | MOEA |
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CF2 | | Class | org.moeaframework.problem | MOEA |
|
CF3 | | Class | org.moeaframework.problem | MOEA |
|
CF4 | | Class | org.moeaframework.problem | MOEA |
|
CF5 | | Class | org.moeaframework.problem | MOEA |
|
CF6 | | Class | org.moeaframework.problem | MOEA |
|
CF7 | | Class | org.moeaframework.problem | MOEA |
|
CF8 | | Class | org.moeaframework.problem | MOEA |
|
CF9 | | Class | org.moeaframework.problem | MOEA |
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ChainedComparator | Applies any number of comparators in succession, returning the result from the first comparator producing a non-zero return value. | Class | org.moeaframework.core | MOEA |
|
Checkpoints | Decorates an Algorithm to periodically save checkpoint files from which the algorithm can resume itself if unexpectedly terminated. | Class | org.moeaframework | MOEA |
|
ClassLoaderProblems | Problem provider for problems accessible through the current class loader. | Class | org.moeaframework | MOEA |
|
CMAES | The Covariance Matrix Adaption Evolution Strategy (CMA-ES) algorithm for single and multi-objective problems. | Class | org.moeaframework | MOEA |
|
Collector | Collects information from an object. | Interface | org.moeaframework.analysis | MOEA |
|
CommandLineUtility | Abstract class for providing command line utilities. | Class | org.moeaframework | MOEA |
|
CommentedLineReader | Read text from a character-input stream, ignoring lines starting with the # character. | Class | org.moeaframework.util | MOEA |
|
CompoundVariation | Construct a variation operator applying one or more variations sequentially. | Class | org.moeaframework.core | MOEA |
|
Constant | The node for defining a constant value. | Class | org.moeaframework.util | MOEA |
|
ContextFreeGrammar | A context-free grammar. | Class | org.moeaframework.util | MOEA |
|
Contribution | Measures the contribution of the approximation set to the reference set. | Class | org.moeaframework.core | MOEA |
|
Controller | The controller manages the underlying data model, performs the evaluation of jobs, and notifies any listeners when its state changes. | Class | org.moeaframework.analysis | MOEA |
|
ControllerEvent | Identifies the type of event fired by the controller. | Class | org.moeaframework.analysis | MOEA |
|
ControllerEvent .Type | Indicates the underlying data model has changed. | Class | org.moeaframework.analysis | MOEA |
|
ControllerListener | Listens for events fired by the controller. | Interface | org.moeaframework.analysis | MOEA |
|
ConvexC2_DTLZ2 | The convex C2-DTLZ2 problem. | Class | org.moeaframework.problem | MOEA |
|
ConvexDTLZ2 | The convex DTLZ2 problem. | Class | org.moeaframework.problem | MOEA |
|
Cos | The node for calculating the trigonometric cosine of an angle specified in radians. | Class | org.moeaframework.util | MOEA |
|
Cosh | The node for calculating the hyperbolic cosine of a number. | Class | org.moeaframework.util | MOEA |
|
CrowdingComparator | Compares solutions using their crowding distance. | Class | org.moeaframework.core | MOEA |
|
CrowdingDistanceFitnessEvaluator | | Class | org.moeaframework.core | MOEA |
|
DBEA | (I-DBEA). | Class | org.moeaframework | MOEA |
|
Define | The node for defining a callable, named function. | Class | org.moeaframework.util | MOEA |
|
DiagnosticTool | The main window of the diagnostic tool. | Class | org.moeaframework.analysis | MOEA |
|
DifferentialEvolution | Differential evolution (DE) variation operator. | Class | org.moeaframework.core.operator | MOEA |
|
DifferentialEvolutionSelection | Selection operator to be used in conjunction with the DifferentialEvolution operator. | Class | org.moeaframework.core.operator | MOEA |
|
DistributedProblem | Distributes the evaluate(Solution) method across multiple threads, cores or compute nodes using the provided ExecutorService. | Class | org.moeaframework.util | MOEA |
|
Divide | The node for dividing two numbers. | Class | org.moeaframework.util | MOEA |
|
DominanceComparator | Interface for comparing two solutions using a dominance relation. | Interface | org.moeaframework.core | MOEA |
|
DTLZ | | Class | org.moeaframework.problem | MOEA |
|
DTLZ1 | The DTLZ1 test problem. | Class | org.moeaframework.problem | MOEA |
|
DTLZ2 | The DTLZ2 test problem. | Class | org.moeaframework.problem | MOEA |
|
DTLZ3 | The DTLZ3 test problem. | Class | org.moeaframework.problem | MOEA |
|
DTLZ4 | The DTLZ4 test problem. | Class | org.moeaframework.problem | MOEA |
|
DTLZ7 | The DTLZ7 test problem. | Class | org.moeaframework.problem | MOEA |
|
ElapsedTimeCollector | Collects the elapsed execution time of an algorithm. | Class | org.moeaframework.analysis | MOEA |
|
EmptyPlot | Placeholder in a layout for unoccupied grid locations. | Class | org.moeaframework.analysis | MOEA |
|
EncodingUtils | Helper methods for working with various decision variable types and encodings. | Class | org.moeaframework.core | MOEA |
|
Environment | The execution context, or environment, storing the named variables used by a program. | Class | org.moeaframework.util | MOEA |
|
EpsilonBoxDominanceArchive | | Class | org.moeaframework | MOEA |
|
EpsilonBoxDominanceComparator | | Class | org.moeaframework.core | MOEA |
|
EpsilonBoxEvolutionaryAlgorithm | | Interface | org.moeaframework | MOEA |
|
EpsilonBoxObjectiveComparator | | Class | org.moeaframework.core | MOEA |
|
EpsilonHelper | | Class | org.moeaframework.analysis | MOEA |
|
EpsilonMOEA | | Class | org.moeaframework | MOEA |
|
EpsilonProgressCollector | | Class | org.moeaframework.analysis | MOEA |
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EpsilonProgressContinuation | | Class | org.moeaframework | MOEA |
|
Equals | The node for comparing two numbers for equality. | Class | org.moeaframework.util | MOEA |
|
Evaluator | | Class | org.moeaframework.analysis | MOEA |
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EvolutionaryAlgorithm | Interface for an evolutionary algorithm. | Interface | org.moeaframework | MOEA |
|
Exp | The node for calculating the result of Euler's number e raised to the power of a number. | Class | org.moeaframework.util | MOEA |
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ExternalProblem | Evaluate solutions using an externally-defined problem. | Class | org.moeaframework | MOEA |
|
ExtractData | Command line utility for extracting data from a result file. | Class | org.moeaframework.analysis | MOEA |
|
FastNondominatedSorting | Fast non-dominated sorting algorithm for dominance depth ranking. | Class | org.moeaframework | MOEA |
|
FileProtection | Detects corrupted files using the MD5 message digest in a format compatible with the Unix command line utility md5sum. | Class | org.moeaframework.util | MOEA |
|
FileUtils | | Class | org.moeaframework.util | MOEA |
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FitnessBasedArchive | Maintains a non-dominated archive of solutions with a maximum capacity. | Class | org.moeaframework.core | MOEA |
|
FitnessComparator | Compares two solutions based on their FITNESS_ATTRIBUTE value. | Class | org.moeaframework.core | MOEA |
|
FitnessEvaluator | Evaluates a population and assigns fitness values to its solutions. | Interface | org.moeaframework | MOEA |
|
Floor | The node for calculating the largest integer value that is less than or equal to a number. | Class | org.moeaframework.util | MOEA |
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Fonseca | The Fonseca problem. | Class | org.moeaframework.problem | MOEA |
|
Fonseca2 | The Fonseca (2) problem. | Class | org.moeaframework.problem | MOEA |
|
For | The node for executing an expression for a given number of iterations. | Class | org.moeaframework.util | MOEA |
|
FrameworkException | The framework exception is the parent type of all exceptions specific to the MOEA Framework. | Class | org.moeaframework | MOEA |
|
FutureSolution | Represents a Solution evaluated asynchronously. | Class | org.moeaframework.util | MOEA |
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GAVariation | Operator for applying a crossover and mutation operation in succession. | Class | org.moeaframework.core | MOEA |
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GDE3 | Kukkonen and Lampinen (2005). | Class | org.moeaframework | MOEA |
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GenerationalDistance | Generational distance indicator. | Class | org.moeaframework.core | MOEA |
|
Get | The node for reading the value stored in a named variable within the current scope. | Class | org.moeaframework.util | MOEA |
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Grammar | Decision variable for grammars. | Class | org.moeaframework.core | MOEA |
|
GrammarCrossover | Single-point crossover for grammars. | Class | org.moeaframework.core.operator | MOEA |
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GrammarException | Exception indicating an error while parsing or processing grammars. | Class | org.moeaframework.util | MOEA |
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GrammarMutation | Uniform mutation for grammars. | Class | org.moeaframework.core.operator | MOEA |
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GreaterThan | The node for comparing if one number is greater than another. | Class | org.moeaframework.util | MOEA |
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GreaterThanOrEqual | The node for comparing if a number is greater than or equal to another. | Class | org.moeaframework.util | MOEA |
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HUX | Half-uniform crossover (HUX) operator. | Class | org.moeaframework.core.operator | MOEA |
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Hypervolume | Hypervolume indicator. | Class | org.moeaframework.core | MOEA |
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HypervolumeContributionFitnessEvaluator | | Class | org.moeaframework.core | MOEA |
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HypervolumeFitnessEvaluator | Indicator-based fitness using the hypervolume metric. | Class | org.moeaframework.core | MOEA |
|
IBEA | of using Pareto dominance to evaluate the quality of solutions, IBEA uses an indicator function (typically hypervolume but other indicator functions | Class | org.moeaframework | MOEA |
|
IfElse | The node for executing one of two expressions depending on the result of a boolean expression. | Class | org.moeaframework.util | MOEA |
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Indicator | Interface for a unary quality indicator. | Interface | org.moeaframework | MOEA |
|
IndicatorCollector | Collects performance indicator values from an Algorithm. | Class | org.moeaframework.analysis | MOEA |
|
IndicatorFitnessEvaluator | Abstract class for assigning fitnesses based on an indicator. | Class | org.moeaframework.core | MOEA |
|
IndicatorUtils | Collection of methods shared by indicators. | Class | org.moeaframework.core | MOEA |
|
Initialization | Interface for an initialization routine. | Interface | org.moeaframework | MOEA |
|
InjectedInitialization | Initialization method that injects pre-defined solutions into the initial population. | Class | org.moeaframework.core | MOEA |
|
Insertion | Insertion mutation operator. | Class | org.moeaframework.core.operator | MOEA |
|
InstrumentedAlgorithm | Decorates an algorithm to periodically collect information about its runtime behavior. | Class | org.moeaframework.analysis | MOEA |
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IntervalRatioStatisticalTest | Abstract class for interval ratio statistical tests. | Class | org.moeaframework.util | MOEA |
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InvertedGenerationalDistance | Inverted generational distance indicator. | Class | org.moeaframework.core | MOEA |
|
Jimenez | The Jimenez problem. | Class | org.moeaframework.problem | MOEA |
|
JMetalAlgorithmAdapter | Adapter for JMetal algorithms. | Class | org.moeaframework.algorithm | MOEA |
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JMetalAlgorithms | Algorithm provider for JMetal algorithms. | Class | org.moeaframework.algorithm | MOEA |
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JMetalProblemAdapter | Adapter for JMetal problems. | Class | org.moeaframework.algorithm | MOEA |
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Kita | Disconnected Pareto set Disconnected and concave Pareto front | Class | org.moeaframework.problem | MOEA |
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KruskalWallisTest | The Kruskal-Wallis One-Way Analysis of Variance by Ranks is a non-parametric statistical test determining if (at least) two out of K >= 2 populations have | Class | org.moeaframework.util | MOEA |
|
Kursawe | The Kursawe test problem. | Class | org.moeaframework.problem | MOEA |
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Lambda | The node for defining an immutable, anonymous function. | Class | org.moeaframework.util | MOEA |
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LatinHypercube | Generates sequences using Latin hypercube sampling (LHS). | Class | org.moeaframework.util | MOEA |
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Laumanns | The Laumanns problem. | Class | org.moeaframework.problem | MOEA |
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LaunchDiagnosticTool | Command line utility for launching the diagnostic tool. | Class | org.moeaframework.analysis | MOEA |
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LessThan | The node for comparing if a number is less than another. | Class | org.moeaframework.util | MOEA |
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LessThanOrEqual | The node for comparing if a number is less than or equal to another. | Class | org.moeaframework.util | MOEA |
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LexicographicalComparator | Compares solutions lexicographically. | Class | org.moeaframework.core | MOEA |
|
LinePlot | Displays a line plot of the runtime dynamics of a metric, displaying the 25, 50, and 75 quantiles. | Class | org.moeaframework.analysis | MOEA |
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Lis | Disconnected Pareto set Disconnected and concave Pareto front | Class | org.moeaframework.problem | MOEA |
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Localization | Facilitates internalization (i18n) and localization (l10n) of strings. | Class | org.moeaframework | MOEA |
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Log | The node for calculating the natural logarithm of a number. | Class | org.moeaframework.util | MOEA |
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Log10 | The node for calculating the base-10 logarithm of a number. | Class | org.moeaframework.util | MOEA |
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LZ | Abstract class for implementing problems from the complicated Pareto sets test suite by Hui Li and Qingfu Zhang. | Class | org.moeaframework.problem | MOEA |
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LZ1 | | Class | org.moeaframework.problem | MOEA |
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LZ2 | | Class | org.moeaframework.problem | MOEA |
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LZ3 | | Class | org.moeaframework.problem | MOEA |
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LZ4 | | Class | org.moeaframework.problem | MOEA |
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LZ5 | | Class | org.moeaframework.problem | MOEA |
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LZ6 | | Class | org.moeaframework.problem | MOEA |
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LZ7 | | Class | org.moeaframework.problem | MOEA |
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LZ8 | | Class | org.moeaframework.problem | MOEA |
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LZ9 | | Class | org.moeaframework.problem | MOEA |
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MannWhitneyUTest | The Mann-Whitney U test determines if two populations have different medians. | Class | org.moeaframework.util | MOEA |
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Max | The node for calculating the maximum value of the two arguments. | Class | org.moeaframework.util | MOEA |
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MaximumParetoFrontError | Maximum Pareto front error metric. | Class | org.moeaframework.core | MOEA |
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MetricFileReader | Reader for metric files produced by MetricFileWriter. | Class | org.moeaframework.analysis | MOEA |
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MetricFileWriter | Writes metric files. | Class | org.moeaframework.analysis | MOEA |
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Min | The node for calculating the minimum value of the two arguments. | Class | org.moeaframework.util | MOEA |
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Modulus | The node for calculating the modulus, or remainder, of two numbers. | Class | org.moeaframework.util | MOEA |
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MOEAD | decomposition. | Class | org.moeaframework | MOEA |
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Multiply | The node for multiplying two numbers. | Class | org.moeaframework.util | MOEA |
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Murata | The Murata problem. | Class | org.moeaframework.problem | MOEA |
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Negater | Command line utility for negating objective values in result files. | Class | org.moeaframework.analysis | MOEA |
|
Node | A node in an expression tree. | Class | org.moeaframework.util | MOEA |
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NondominatedPopulation | A population that maintains the property of pair-wise non-dominance between all solutions. | Class | org.moeaframework | MOEA |
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NondominatedSortingComparator | Compares two solutions using their rank and crowding distance. | Class | org.moeaframework.core | MOEA |
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NondominatedSortingPopulation | Population that maintains the rank and crowdingDistance attributes for its solutions by invoking | Class | org.moeaframework | MOEA |
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NOP | The node for defining an empty expression. | Class | org.moeaframework.util | MOEA |
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NormalBoundaryIntersectionGenerator | Generates weights using the Normal Boundary Intersection (NBI) method. | Class | org.moeaframework.util | MOEA |
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NormalizedIndicator | | Class | org.moeaframework.core | MOEA |
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Normalizer | Normalizes populations so that all objectives reside in the range [0, 1]. | Class | org.moeaframework.core | MOEA |
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Not | The node for calculating the logical NOT of a boolean value. | Class | org.moeaframework.util | MOEA |
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NSGAII | | Class | org.moeaframework | MOEA |
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NumberArithmetic | Provides many arithmetic and trigonometric functions that operate on Numbers, performing any necessary implicit casting. | Class | org.moeaframework.util | MOEA |
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Obayashi | The Obayashi problem. | Class | org.moeaframework.problem | MOEA |
|
ObjectiveComparator | Compares two solutions using the value of a specific objective. | Class | org.moeaframework.core | MOEA |
|
Observation | Stores an observed value and the group from which the observation belongs. | Class | org.moeaframework.util | MOEA |
|
OKA1 | Tatsuya Okabe's OKA1 test problem. | Class | org.moeaframework.problem | MOEA |
|
OKA2 | Tatsuya Okabe's OKA2 test problem. | Class | org.moeaframework.problem | MOEA |
|
OMOPSO | According to [2], OMOPSO is one of the top-performing PSO algorithms. | Class | org.moeaframework.algorithm | MOEA |
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OnePointCrossover | One-point or single-point crossover. | Class | org.moeaframework.core | MOEA |
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OneWayANOVA | The Single-Factor Between-Subjects Analysis of Variance determines if (at least) two out of K >= 2 populations have differing means. | Class | org.moeaframework.util | MOEA |
|
OperatorFactory | Factory for creating and variation (e. | Class | org.moeaframework.core | MOEA |
|
OperatorProvider | Defines an SPI for initializing different operators. | Class | org.moeaframework.core | MOEA |
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OptionCompleter | Utility for auto-completion, finding the closest matching unique option from a set of options. | Class | org.moeaframework | MOEA |
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Or | The node for calculating the logical OR of two boolean values. | Class | org.moeaframework.util | MOEA |
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OrdinalStatisticalTest | Abstract class for implementing ordinal (rank-based) statistical tests. | Class | org.moeaframework.util | MOEA |
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Osyczka | The Osyczka problem. | Class | org.moeaframework.problem | MOEA |
|
Osyczka2 | The Osyczka (2) problem. | Class | org.moeaframework.problem | MOEA |
|
OutputWriter | Writes output files. | Interface | org.moeaframework.analysis | MOEA |
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PAES | uses an adaptive grid archive to maintain a diverse set of solutions. | Class | org.moeaframework | MOEA |
|
PaintHelper | Helper class for maintaining a mapping from series in a plot to their assigned paint. | Class | org.moeaframework.analysis | MOEA |
|
Parameter | Defines a parameter. | Class | org.moeaframework.analysis | MOEA |
|
ParameterFile | Loads the parameters in a parameter file. | Class | org.moeaframework.analysis | MOEA |
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ParetoConstraintComparator | Compares solutions based on the Pareto efficiency of their constraints. | Class | org.moeaframework.core | MOEA |
|
ParetoDominanceComparator | Compares two solutions using aggregate constraint violation and the Pareto dominance relation as originally proposed by Kalyanmoy Deb. | Class | org.moeaframework.core | MOEA |
|
ParetoObjectiveComparator | Compares two solutions using the Pareto dominance relation on the objectives. | Class | org.moeaframework.core | MOEA |
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Parser | Parses simple context-free grammars in Backus-Naur form (BNF). | Class | org.moeaframework.util | MOEA |
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PCX | Parent-centric crossover (PCX) operator. | Class | org.moeaframework.core.operator | MOEA |
|
PeriodicAction | Decorates an algorithm to perform some action periodically throughout the execution of the algorithm. | Class | org.moeaframework | MOEA |
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PeriodicAction .FrequencyType | Defines the type of frequency. | Class | org.moeaframework | MOEA |
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Permutation | Decision variable for permutations. | Class | org.moeaframework.core | MOEA |
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PESA2 | Corne, D. | Class | org.moeaframework | MOEA |
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PISAAlgorithm | Algorithm for interfacing with an external PISA selector. | Class | org.moeaframework.algorithm | MOEA |
|
PISAAlgorithms | Algorithm provider for PISA selectors. | Class | org.moeaframework.algorithm | MOEA |
|
Plot | Provides simple 2D plotting capabilities. | Class | org.moeaframework.analysis | MOEA |
|
PM | Polynomial mutation (PM) operator. | Class | org.moeaframework.core.operator | MOEA |
|
PMX | Partially mapped crossover (PMX) operator. | Class | org.moeaframework.core.operator | MOEA |
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PointMutation | Mutates a program by randomly selecting nodes in the expression tree and replacing the node with a new, compatible, randomly-selected node. | Class | org.moeaframework.core.operator | MOEA |
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Poloni | The Poloni problem. | Class | org.moeaframework.problem | MOEA |
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Population | A collection of solutions and common methods for manipulating the collection. | Class | org.moeaframework | MOEA |
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PopulationIO | Collection of static methods for reading and writing populations to files. | Class | org.moeaframework | MOEA |
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PopulationSizeCollector | Collects the population size and archive size, if available, from an EvolutionaryAlgorithm. | Class | org.moeaframework.analysis | MOEA |
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Power | The node for calculating the power of a base number and exponent. | Class | org.moeaframework.util | MOEA |
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PRNG | Static methods for generating random or pseudo-random numbers. | Class | org.moeaframework | MOEA |
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Problem | Interface for defining optimization problems. | Interface | org.moeaframework | MOEA |
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ProblemException | An exception that originated from a problem. | Class | org.moeaframework | MOEA |
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ProblemFactory | Factory for creating optimization problem instances and their corresponding reference sets, if known. | Class | org.moeaframework.core | MOEA |
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ProblemProvider | Defines an SPI for instantiation optimization problems. | Class | org.moeaframework.core | MOEA |
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ProblemStub | A problem stub with a defined number of objectives, but no decision variables or constraints. | Class | org.moeaframework.analysis | MOEA |
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Production | A context-free grammar production. | Class | org.moeaframework.util | MOEA |
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Program | A decision variable for programs. | Class | org.moeaframework.core | MOEA |
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ProgressEvent | A progress report, including the percent complete, elapsed time, and remaining time. | Class | org.moeaframework.util | MOEA |
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ProgressHelper | Helper for notifying ProgressListeners when the evaluation progress of an Executor changes. | Class | org.moeaframework.util | MOEA |
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ProgressListener | | Interface | org.moeaframework.util | MOEA |
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PropertiesProblems | Problem provider for problems enumerated in global. | Class | org.moeaframework | MOEA |
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ProviderNotFoundException | Exception indicating a provider was not found. | Class | org.moeaframework.core | MOEA |
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Quagliarella | The Quagliarella problem. | Class | org.moeaframework.problem | MOEA |
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QualityIndicator | Evaluates multiple indicators while avoiding repetitive computations. | Class | org.moeaframework.core | MOEA |
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R1Indicator | Computes the R1 indicator. | Class | org.moeaframework.core | MOEA |
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R2Indicator | Computes the R2 indicator. | Class | org.moeaframework.core | MOEA |
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R3Indicator | Computes the R3 indicator. | Class | org.moeaframework.core | MOEA |
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RandomGenerator | Generates weights randomly. | Class | org.moeaframework.util | MOEA |
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RandomInitialization | Initializes all built-in decision variables randomly. | Class | org.moeaframework.core | MOEA |
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RandomSearch | Random search implementation. | Class | org.moeaframework | MOEA |
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RankComparator | Compares solutions using their RANK_ATTRIBUTE value. | Class | org.moeaframework.core | MOEA |
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RankedObservation | An observation with a rank. | Class | org.moeaframework.util | MOEA |
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RealVariable | Decision variable for real values. | Class | org.moeaframework.core | MOEA |
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RedirectStream | Redirects all content received by an InputStream to an OutputStream. | Class | org.moeaframework.util | MOEA |
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ReferencePointNondominatedSortingPopulation | for NSGA-III. | Class | org.moeaframework | MOEA |
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ReferenceSetMerger | Utility for merging two or more populations identified by unique sources and determining the contribution of each source to the combined non-dominated | Class | org.moeaframework | MOEA |
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Rendon | Connected Pareto set Convex Pareto front | Class | org.moeaframework.problem | MOEA |
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Rendon2 | The Rendon (2) problem. | Class | org.moeaframework.problem | MOEA |
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RestartEvent | An event emitted by AdaptiveTimeContinuation indicating a time continuation (restart) event has occurred. | Class | org.moeaframework | MOEA |
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RestartListener | The listener interface for receiving time continuation (restart) events. | Interface | org.moeaframework | MOEA |
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RestartType | Enumeration of different restart types during adaptive time continuation. | Class | org.moeaframework | MOEA |
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ResultEntry | An entry in a result file. | Class | org.moeaframework.analysis | MOEA |
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ResultFileEvaluator | Command line utility for evaluating the approximation sets stored in a result file and computing its metric file. | Class | org.moeaframework.analysis | MOEA |
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ResultFileInfo | Command line utility for counting the number of entries in a result file. | Class | org.moeaframework.analysis | MOEA |
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ResultFileMerger | | Class | org.moeaframework.analysis | MOEA |
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ResultFileReader | Reads result files created by ResultFileWriter. | Class | org.moeaframework.analysis | MOEA |
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ResultFileSeedMerger | Command line utility for merging the approximation sets in one or more result files across the seeds. | Class | org.moeaframework.analysis | MOEA |
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ResultFileWriter | Writes result files. | Class | org.moeaframework.analysis | MOEA |
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ResultKey | The key for a result entry, allowing distinct algorithm and problem pairingsSee Also:Serialized Form | Class | org.moeaframework.analysis | MOEA |
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ResultPlot | Abstract Swing component for displaying results. | Class | org.moeaframework.analysis | MOEA |
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RIndicator | Abstract class for implementing R indicator functions. | Class | org.moeaframework.core | MOEA |
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RIndicator .ChebychevUtility | Chebychev (also referred to as Tchebycheff) utility function. | Class | org.moeaframework.core | MOEA |
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RIndicator .LinearWeightedSumUtility | Utility computed as the sum of the weighted objective values. | Class | org.moeaframework.core | MOEA |
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RIndicator .UtilityFunction | assume the solutions have been normalized. | Interface | org.moeaframework.core | MOEA |
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RotatedProblem | Decorator to create rotated instances of test problems. | Class | org.moeaframework | MOEA |
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RotatedProblems | Problem provider for rotated problems. | Class | org.moeaframework | MOEA |
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RotationMatrixBuilder | Builds rotation matrices of any dimension constructively from one or more 2D planar rotations. | Class | org.moeaframework | MOEA |
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Round | The node for rounding a number to the nearest integer. | Class | org.moeaframework.util | MOEA |
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Rule | A context-free grammar rule. | Class | org.moeaframework.util | MOEA |
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Rules | The rules defining the program syntax. | Class | org.moeaframework.util | MOEA |
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Saltelli | Extension of Sobol's sequence for generating the samples for Saltelli's version of Sobol' global variance decomposition. | Class | org.moeaframework.util | MOEA |
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SampleGenerator | | Class | org.moeaframework.analysis | MOEA |
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SampleReader | Reads the parameter samples from the output of SampleGenerator. | Class | org.moeaframework.analysis | MOEA |
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SBX | Simulated binary crossover (SBX) operator. | Class | org.moeaframework.core.operator | MOEA |
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Schaffer | The Schaffer problem. | Class | org.moeaframework.problem | MOEA |
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Schaffer2 | The Schaffer (2) problem. | Class | org.moeaframework.problem | MOEA |
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ScriptedProblem | Permits interfacing with problems implemented by one of the many scripting languages supported by the Java Scripting APIs. | Class | org.moeaframework | MOEA |
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Selection | Interface for selection operators. | Interface | org.moeaframework | MOEA |
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Sequence | Interface for generating a sequence of real numbers. | Interface | org.moeaframework.util | MOEA |
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Sequence | The node for executing two or more expressions in sequence. | Class | org.moeaframework.util | MOEA |
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Set | The node for assigning the value of a named variable within the current scope. | Class | org.moeaframework.util | MOEA |
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SetContribution | Command line utility for reporting the number of solutions in a set that are contained within a reference set. | Class | org.moeaframework.analysis | MOEA |
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SetGenerator | Command line utility for generating reference sets for a given problem. | Class | org.moeaframework.analysis | MOEA |
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SetHypervolume | Command line utility for calculating the hypervolume of approximation sets. | Class | org.moeaframework.analysis | MOEA |
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Settings | Global settings used by this framework. | Class | org.moeaframework | MOEA |
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Sign | The node for calculating the sign of a number. | Class | org.moeaframework.util | MOEA |
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SimpleStatistics | Command line utility for computing statistics across multiple data files. | Class | org.moeaframework.analysis | MOEA |
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Sin | The node for calculating the trigonometric sine of an angle specified in radians. | Class | org.moeaframework.util | MOEA |
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SingleSampleTTest | The Single-Sample t test determines if the population's mean equals some Null Hypothesis: The population's mean equals X. | Class | org.moeaframework.util | MOEA |
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Sinh | The node for calculating the hyperbolic sine of a number. | Class | org.moeaframework.util | MOEA |
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SMPSO | Nebro, A. | Class | org.moeaframework.algorithm | MOEA |
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SMSEMOA | also known as the hypervolume indicator. | Class | org.moeaframework | MOEA |
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Sobol | Generates sequences using the Sobol' low-discrepancy sequence generator. | Class | org.moeaframework.util | MOEA |
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SobolAnalysis | Global sensitivity analysis of blackbox model output using Saltelli's improved Sobol' global variance decomposition procedure. | Class | org.moeaframework.analysis | MOEA |
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Solution | A solution to an optimization problem, storing the decision variables, objectives, constraints and attributes. | Class | org.moeaframework | MOEA |
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Solve | Command line utility for solving an optimization problem using any of the supported optimization algorithms. | Class | org.moeaframework.analysis | MOEA |
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SortedListModel | A sorted ListModel which stores only unique entries. | Class | org.moeaframework.analysis | MOEA |
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Spacing | Spacing metric. | Class | org.moeaframework.core | MOEA |
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SPEA2 | uses a novel strength-based measure of fitness for handling multiple Note: First, there is a naming difference between this implementation and | Class | org.moeaframework | MOEA |
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SPEA2 .MutableDistanceMap | Mapping of pair-wise distances between points. | Class | org.moeaframework | MOEA |
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SPX | Simplex crossover (SPX) operator. | Class | org.moeaframework.core.operator | MOEA |
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Square | The node for calculating the square of a number. | Class | org.moeaframework.util | MOEA |
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SquareRoot | The node for calculating the square root of a number. | Class | org.moeaframework.util | MOEA |
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Srinivas | The Srinivas problem. | Class | org.moeaframework.problem | MOEA |
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StandardAlgorithms | A provider of standard algorithms. | Class | org.moeaframework | MOEA |
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StandardOperators | Default provider of operators. | Class | org.moeaframework.core | MOEA |
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StandardProblems | Provides a standard set of test problems. | Class | org.moeaframework | MOEA |
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State | Reads and writes PISA state files. | Class | org.moeaframework.algorithm | MOEA |
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StatisticalResultsViewer | Window for displaying statistical results. | Class | org.moeaframework.analysis | MOEA |
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StatisticalTest | Interface for statistical hypothesis testing methods. | Interface | org.moeaframework.util | MOEA |
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Subtract | The node for subtracting two numbers. | Class | org.moeaframework.util | MOEA |
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SubtreeCrossover | Exchanges a randomly-selected subtree from one program with a compatible, randomly-selected subtree from another program. | Class | org.moeaframework.core.operator | MOEA |
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Swap | Swap mutation operator. | Class | org.moeaframework.core.operator | MOEA |
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Symbol | A context-free grammar symbol. | Class | org.moeaframework.util | MOEA |
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Tamaki | Connected and curved Pareto set Curved Pareto front | Class | org.moeaframework.problem | MOEA |
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Tan | The node for calculating the trigonometric tangent of an angle specified in radians. | Class | org.moeaframework.util | MOEA |
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Tanaka | Connected Pareto set Disconnected and convoluted Pareto front | Class | org.moeaframework.problem | MOEA |
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Tanh | The node for calculating the hyperbolic tangent of a number. | Class | org.moeaframework.util | MOEA |
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Timing | Tool to simplify manually collecting timing information. | Class | org.moeaframework | MOEA |
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TimingProblem | Decorates a problem to collect objective function evaluation timing data. | Class | org.moeaframework | MOEA |
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TournamentSelection | Deterministic tournament selection operator. | Class | org.moeaframework.core | MOEA |
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Truncate | The node for truncating, or bounding, a number within a range. | Class | org.moeaframework.util | MOEA |
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TwoPointCrossover | Two-point crossover. | Class | org.moeaframework.core | MOEA |
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TwoSampleTTest | The Two-Sample t test determines if the mean of two populations are different. | Class | org.moeaframework.util | MOEA |
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TypedProperties | Wrapper for Properties providing getters for reading specific primitive types. | Class | org.moeaframework | MOEA |
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UF1 | | Class | org.moeaframework.problem | MOEA |
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UF10 | | Class | org.moeaframework.problem | MOEA |
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UF11 | | Class | org.moeaframework.problem | MOEA |
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UF12 | | Class | org.moeaframework.problem | MOEA |
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UF13 | | Class | org.moeaframework.problem | MOEA |
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UF2 | | Class | org.moeaframework.problem | MOEA |
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UF3 | | Class | org.moeaframework.problem | MOEA |
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UF4 | | Class | org.moeaframework.problem | MOEA |
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UF5 | | Class | org.moeaframework.problem | MOEA |
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UF6 | | Class | org.moeaframework.problem | MOEA |
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UF7 | | Class | org.moeaframework.problem | MOEA |
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UF8 | | Class | org.moeaframework.problem | MOEA |
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UF9 | | Class | org.moeaframework.problem | MOEA |
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UM | Uniform mutation (UM) operator. | Class | org.moeaframework.core.operator | MOEA |
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UNDX | Unimodal Normal Distribution Crossover (UNDX) operator. | Class | org.moeaframework.core.operator | MOEA |
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Uniform | Generates sequences using a uniform random distribution. | Class | org.moeaframework.util | MOEA |
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UniformCrossover | Crossover operator where each index is swapped with a specified probability. | Class | org.moeaframework.core | MOEA |
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UniformDesignGenerator | Generates weights according to a uniform design of mixtures using the Hammersley low-discrepancy sequence generator. | Class | org.moeaframework.util | MOEA |
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UniformSelection | Uniform selection operator. | Class | org.moeaframework.core | MOEA |
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ValidationException | Exception indicating a file could not be validated. | Class | org.moeaframework.util | MOEA |
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Variable | Interface for decision variables. | Interface | org.moeaframework | MOEA |
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Variation | Interface for variation operators. | Interface | org.moeaframework | MOEA |
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Vector | Mathematical operators for manipulating vectors (double arrays). | Class | org.moeaframework | MOEA |
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VEGA | be avoided in practice, since many modern algorithms outperform it and exhibit better convergence properties, but is included due to its historical | Class | org.moeaframework | MOEA |
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Viennet | The Viennet problem. | Class | org.moeaframework.problem | MOEA |
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Viennet2 | The Viennet (2) problem. | Class | org.moeaframework.problem | MOEA |
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Viennet3 | The Viennet (3) problem. | Class | org.moeaframework.problem | MOEA |
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Viennet4 | The Viennet (4) problem. | Class | org.moeaframework.problem | MOEA |
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WeightGenerator | Interface for generating a sequence of weights. | Interface | org.moeaframework.util | MOEA |
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WFG | | Class | org.moeaframework.problem | MOEA |
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WFG1 | The WFG1 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG2 | The WFG2 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG3 | The WFG3 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG4 | The WFG4 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG5 | The WFG5 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG6 | The WFG6 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG7 | The WFG7 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG8 | The WFG8 test problem. | Class | org.moeaframework.problem | MOEA |
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WFG9 | The WFG9 test problem. | Class | org.moeaframework.problem | MOEA |
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While | The node for repeatedly executing an expression while a condition, a boolean expression, remains true. | Class | org.moeaframework.util | MOEA |
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WilcoxonSignedRanksTest | The Wilcoxon Signed-Ranks test determines if the population median is equal to a specified value. | Class | org.moeaframework.util | MOEA |
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ZDT | | Class | org.moeaframework.problem | MOEA |
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ZDT1 | The ZDT1 test problem. | Class | org.moeaframework.problem | MOEA |
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ZDT2 | The ZDT2 test problem. | Class | org.moeaframework.problem | MOEA |
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ZDT3 | The ZDT3 test problem. | Class | org.moeaframework.problem | MOEA |
|
ZDT4 | The ZDT4 test problem. | Class | org.moeaframework.problem | MOEA |
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ZDT5 | The ZDT5 test problem. | Class | org.moeaframework.problem | MOEA |
|
ZDT6 | The ZDT6 test problem. | Class | org.moeaframework.problem | MOEA |