Java Doc for INaturalSelector.java in  » Development » jgap » org » jgap » Java Source Code / Java DocumentationJava Source Code and Java Documentation

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Java Source Code / Java Documentation » Development » jgap » org.jgap 
Source Cross Reference  Class Diagram Java Document (Java Doc) 


org.jgap.INaturalSelector

All known Subclasses:   org.jgap.NaturalSelector,
INaturalSelector
public interface INaturalSelector extends Serializable(Code)
Natural selectors are responsible for actually selecting a specified number of Chromosome specimens from a population, using the fitness values as a guide. Usually fitness is treated as a statistic probability of survival, not as the sole determining factor. Therefore, Chromosomes with higher fitness values are more likely to survive than those with lesser fitness values, but it's not guaranteed.
author:
   Neil Rotstan
author:
   Klaus Meffert
since:
   2.0


Field Summary
final static  StringCVS_REVISION
     String containing the CVS revision.


Method Summary
 voidempty()
     Empty out the working pool of Chromosomes.
 booleanreturnsUniqueChromosomes()
     true: The implementation of the NaturalSelector only returnsunique Chromosome's (example: BestChromosomesSelector).
 voidselect(int a_howManyToSelect, Population a_from_population, Population a_to_population)
     Select a given number of Chromosomes from the pool that will move on to the next generation population.

Field Detail
CVS_REVISION
final static String CVS_REVISION(Code)
String containing the CVS revision. Read out via reflection!





Method Detail
empty
void empty()(Code)
Empty out the working pool of Chromosomes. This will be invoked after each evolution cycle so that the natural selector can be reused for the next one.
author:
   Neil Rotstan
since:
   1.0



returnsUniqueChromosomes
boolean returnsUniqueChromosomes()(Code)
true: The implementation of the NaturalSelector only returnsunique Chromosome's (example: BestChromosomesSelector). false: Alsodoublettes could be returned (example: WeightedRouletteSelector).
author:
   Klaus Meffert
since:
   2.0



select
void select(int a_howManyToSelect, Population a_from_population, Population a_to_population)(Code)
Select a given number of Chromosomes from the pool that will move on to the next generation population. This selection should be guided by the fitness values, but fitness should be treated as a statistical probability of survival, not as the sole determining factor. In other words, Chromosomes with higher fitness values should be more likely to be selected than those with lower fitness values, but it should not be guaranteed.
Parameters:
  a_howManyToSelect - the number of Chromosomes to select
Parameters:
  a_from_population - the population the Chromosomes will beselected from
Parameters:
  a_to_population - the population the Chromosomes will be added to
author:
   Neil Rotstan
author:
   Klaus Meffert
since:
   2.0 (since 1.0 with different return type)



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