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LaunchKernels["Local"];

Ideal AWS search code for finding quality CAs:

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promisingevoobjects=Select[ParallelTable[SeedRandom[121100+i];AdaptCA[{0,4,1},300][[-1]],{i,2}],#fitness>=10&];
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promisingevoobjects
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{rule{327857668968522441878400571376710514956,4,1},fitness12}
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evos=ParallelTable[SeedRandom[121100+i];AdaptCA[Append[promisingevoobjects[[i]],"cas"->{}],500,"PerturbationFunction"->(PerturbCA[#,RandomInteger[{10,40}]->1]&),"NPerturbations"->5],{i,Length[promisingevoobjects]}];
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GraphicsRow[PlotCA[#[[1,"rule"]]]&/@GatherBy[#,#fitness&]]&/@evos
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promisingevoobjects=Select[ParallelTable[SeedRandom[121100+i];AdaptCA[{0,4,1},300][[-1]],{i,100}],#fitness>=10&];
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evos=ParallelTable[SeedRandom[121100+i];AdaptCA[promisingevoobjects[[i]],500,"PerturbationFunction"->(PerturbCA[#,RandomInteger[{10,40}]->1]&),"NPerturbations"->5],{i,Length[promisingevoobjects]}];
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GraphicsRow[PlotCA[#[[1,"rule"]]]&/@GatherBy[#,#fitness&]]&/@evos
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