Class MallowsModel

java.lang.Object

com.knezevic.edaf.v3.models.permutation.MallowsModel

All Implemented Interfaces:

Model<PermutationVector>

public final class MallowsModel
extends Object
implements Model<PermutationVector>

Mallows model under Kendall distance.

The model estimates a consensus permutation (Borda-like ranking from elites) and concentration parameter φ (or θ=-log φ) from average Kendall distance to the consensus. Sampling uses repeated insertion model (RIM), yielding a valid permutation with controllable dispersion around consensus.

Constructor Summary

Constructors

Constructor	Description
MallowsModel(double minPhi, double maxPhi)

Method Summary

Modifier and Type	Method	Description
ModelDiagnostics	diagnostics()	Exposes diagnostics (entropy, covariance condition number, etc.).
void	fit(List<Individual<PermutationVector>> selected, Representation<PermutationVector> representation, RngStream rng)	Fits model parameters from selected individuals.
String	name()	Model identifier used in configuration and listing commands.
List<PermutationVector>	sample(int count, Representation<PermutationVector> representation, Problem<PermutationVector> problem, ConstraintHandling<PermutationVector> constraintHandling, RngStream rng)	Samples new genotypes from model.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface com.knezevic.edaf.v3.core.api.Model

update

Constructor Details

MallowsModel

public MallowsModel(double minPhi,
 double maxPhi)

Parameters:

minPhi - minimum concentration factor (more peaked around consensus)

maxPhi - maximum concentration factor (more exploratory)

Method Details

name

public String name()

Description copied from interface: Model

Model identifier used in configuration and listing commands.

Specified by:

name in interface Model<PermutationVector>

fit

public void fit(List<Individual<PermutationVector>> selected,
 Representation<PermutationVector> representation,
 RngStream rng)

Description copied from interface: Model

Fits model parameters from selected individuals.

Specified by:

fit in interface Model<PermutationVector>

sample

public List<PermutationVector> sample(int count,
 Representation<PermutationVector> representation,
 Problem<PermutationVector> problem,
 ConstraintHandling<PermutationVector> constraintHandling,
 RngStream rng)

Description copied from interface: Model

Samples new genotypes from model.

Specified by:

sample in interface Model<PermutationVector>

diagnostics

public ModelDiagnostics diagnostics()

Description copied from interface: Model

Exposes diagnostics (entropy, covariance condition number, etc.).

Specified by:

diagnostics in interface Model<PermutationVector>