parity-generational.conf

非常好的进化算法EC 实现平台 可以实现多种算法 GA GP

<?xml version="1.0" encoding="ISO-8859-1"?>
<Beagle>
  <Evolver>
    <BootStrapSet>
      <IfThenElseOp parameter="ms.restart.file" value="">
        <PositiveOpSet>
          <GP-InitHalfOp/>
          <ParityEvalOp/>
          <GP-StatsCalcFitnessSimpleOp/>
        </PositiveOpSet>
        <NegativeOpSet>
          <MilestoneReadOp/>
        </NegativeOpSet>
      </IfThenElseOp>
      <TermMaxGenOp/>
      <TermMaxFitnessOp fitness="1.0"/>
      <MilestoneWriteOp/>
    </BootStrapSet>
    <MainLoopSet>
      <GenerationalOp>
        <ParityEvalOp>
          <GP-CrossoverOp>
            <SelectTournamentOp/>
            <SelectTournamentOp/>
          </GP-CrossoverOp>
        </ParityEvalOp>
        <ParityEvalOp>
          <GP-MutationStandardOp>
            <SelectTournamentOp/>
          </GP-MutationStandardOp>
        </ParityEvalOp>
        <ParityEvalOp>
          <GP-MutationShrinkOp>
            <SelectTournamentOp/>
          </GP-MutationShrinkOp>
        </ParityEvalOp>
        <ParityEvalOp>
          <GP-MutationSwapOp>
            <SelectTournamentOp/>
          </GP-MutationSwapOp>
        </ParityEvalOp>
        <SelectTournamentOp/>
      </GenerationalOp>
      <MigrationRandomRingOp/>
      <GP-StatsCalcFitnessSimpleOp/>
      <TermMaxGenOp/>
      <TermMaxFitnessOp fitness="1.0"/>
      <MilestoneWriteOp/>
    </MainLoopSet>
  </Evolver>
  <Register>
    <Entry key="ec.repro.prob">0.05</Entry>
    <Entry key="gp.cx.indpb">0.8</Entry>
    <Entry key="gp.mutshrink.indpb">0.05</Entry>
    <Entry key="gp.mutstd.indpb">0.05</Entry>
    <Entry key="gp.mutswap.indpb">0.05</Entry>
  </Register>
</Beagle>