spambase-steadystate.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-InitHalfConstrainedOp/>
          <SpambaseEvalOp/>
          <GP-StatsCalcFitnessSimpleOp/>
        </PositiveOpSet>
        <NegativeOpSet>
          <MilestoneReadOp/>
        </NegativeOpSet>
      </IfThenElseOp>
      <TermMaxGenOp/>
      <TermMaxFitnessOp fitness="1.0"/>
      <MilestoneWriteOp/>
    </BootStrapSet>
    <MainLoopSet>
      <SteadyStateOp>
        <SpambaseEvalOp>
          <GP-CrossoverConstrainedOp>
            <SelectTournamentOp/>
            <SelectTournamentOp/>
          </GP-CrossoverConstrainedOp>
        </SpambaseEvalOp>
        <SpambaseEvalOp>
          <GP-MutationStandardConstrainedOp>
            <SelectTournamentOp/>
          </GP-MutationStandardConstrainedOp>
        </SpambaseEvalOp>
        <SpambaseEvalOp>
          <GP-MutationShrinkConstrainedOp>
            <SelectTournamentOp/>
          </GP-MutationShrinkConstrainedOp>
        </SpambaseEvalOp>
        <SpambaseEvalOp>
          <GP-MutationSwapConstrainedOp>
            <SelectTournamentOp/>
          </GP-MutationSwapConstrainedOp>
        </SpambaseEvalOp>
        <SelectTournamentOp/>
      </SteadyStateOp>
      <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>