Spaces:
Running
Running
AutonLabTruth
commited on
Commit
•
515c017
1
Parent(s):
65bc891
Refactored run
Browse files- julia/optimization.jl +0 -0
- julia/run.jl +28 -0
- julia/sr.jl +2 -29
julia/optimization.jl
ADDED
File without changes
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julia/run.jl
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@@ -0,0 +1,28 @@
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# Cycle through regularized evolution many times,
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# printing the fittest equation every 10% through
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function run(
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pop::Population,
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ncycles::Integer,
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curmaxsize::Integer,
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frequencyComplexity::Array{Float32, 1};
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verbosity::Integer=0
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)::Population
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allT = LinRange(1.0f0, 0.0f0, ncycles)
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for iT in 1:size(allT)[1]
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if annealing
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pop = regEvolCycle(pop, allT[iT], curmaxsize, frequencyComplexity)
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else
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pop = regEvolCycle(pop, 1.0f0, curmaxsize, frequencyComplexity)
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end
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if verbosity > 0 && (iT % verbosity == 0)
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bestPops = bestSubPop(pop)
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bestCurScoreIdx = argmin([bestPops.members[member].score for member=1:bestPops.n])
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bestCurScore = bestPops.members[bestCurScoreIdx].score
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debug(verbosity, bestCurScore, " is the score for ", stringTree(bestPops.members[bestCurScoreIdx].tree))
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end
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end
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return pop
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end
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julia/sr.jl
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@@ -39,36 +39,9 @@ include("Population.jl")
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include("regEvolCycle.jl")
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# printing the fittest equation every 10% through
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function run(
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pop::Population,
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ncycles::Integer,
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curmaxsize::Integer,
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frequencyComplexity::Array{Float32, 1};
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verbosity::Integer=0
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)::Population
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allT = LinRange(1.0f0, 0.0f0, ncycles)
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for iT in 1:size(allT)[1]
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if annealing
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pop = regEvolCycle(pop, allT[iT], curmaxsize, frequencyComplexity)
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else
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pop = regEvolCycle(pop, 1.0f0, curmaxsize, frequencyComplexity)
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end
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if verbosity > 0 && (iT % verbosity == 0)
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bestPops = bestSubPop(pop)
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bestCurScoreIdx = argmin([bestPops.members[member].score for member=1:bestPops.n])
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bestCurScore = bestPops.members[bestCurScoreIdx].score
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debug(verbosity, bestCurScore, " is the score for ", stringTree(bestPops.members[bestCurScoreIdx].tree))
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end
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end
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return pop
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end
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# Proxy function for optimization
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function optFunc(x::Array{Float32, 1}, tree::Node)::Float32
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setConstants(tree, x)
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include("regEvolCycle.jl")
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include("run.jl")
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include("optimization.jl")
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# Proxy function for optimization
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function optFunc(x::Array{Float32, 1}, tree::Node)::Float32
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setConstants(tree, x)
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