Add doc string and clean up names
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@ -311,8 +311,9 @@
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;:parent-selection :motley-batch-lexicase
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;:max-batch-size [1 2 4 8 16 32 64 128 256]
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;:tournament-size 5
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:umad-rate 0.001 ;; ah-umad
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:ah-umad-rate 0.1 ;; ah-umad
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;:umad-rate 0.09
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:ah-umad-protect-rate 0.001 ;; ah-umad
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:ah-umad-vary-rate 0.1 ;; ah-umad
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:ah-umad-tournament-size 2 ;; ah-umad
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;:umad-rate [1/2
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; 1/4 1/4
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@ -203,6 +203,8 @@ The function `new-individual` returns a new individual produced by selection and
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(partition 2 plushy))))
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(defn ah-rates
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"Returns the sequence of rates with which each element of plushy should
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be mutated when using autoconstructive hypervariability."
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[plushy protect-rate hypervariable-rate]
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(loop [i 0
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protected true
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@ -300,18 +302,17 @@ The function `new-individual` returns a new individual produced by selection and
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(uniform-addition (:instructions argmap) rate)
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(uniform-deletion rate)))
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;
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:ah-umad
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(let [rate (utils/onenum (:umad-rate argmap))
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ah-rate (utils/onenum (:ah-umad-rate argmap))
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:ah-umad ;; autoconstructive hypervariability UMAD
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(let [protect-rate (utils/onenum (:ah-umad-protect-rate argmap))
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vary-rate (utils/onenum (:ah-umad-vary-rate argmap))
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tourn-size (utils/onenum (:ah-umad-tournament-size argmap))
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parent-genome (:plushy (selection/select-parent pop argmap))
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offspring (repeatedly
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tourn-size
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#(-> parent-genome
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(ah-uniform-addition (:instructions argmap) rate ah-rate)
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(ah-uniform-deletion rate ah-rate)))
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hypervariabilities (map #(reduce + (ah-rates % 0 1))
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offspring)]
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(ah-uniform-addition (:instructions argmap) protect-rate vary-rate)
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(ah-uniform-deletion protect-rate vary-rate)))
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hypervariabilities (map #(reduce + (ah-rates % 0 1)) offspring)]
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(second (last (sort-by first (map vector hypervariabilities offspring)))))
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;
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:uniform-addition
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