path names in argmap
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results.txt
19
results.txt
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@ -21,11 +21,7 @@
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(System/exit 1))
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;; Creates problems
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;; * default params changed to PSB2 defaults *
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(require (symbol (str "propeller.problems." (first args))))
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;(when (string/includes? (first args) "PSB2")
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; (spit "PSB2_path.txt" (second args))
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; (println (str "Set path to PSB2 as " (second args))))
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(gp/gp
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(update-in
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(merge
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@ -40,18 +36,11 @@
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:umad-rate 0.1
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:variation {:umad 1.0 :crossover 0.0}
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:elitism false
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:PSB2-path "/Volumes/Samsung_T5/EvolutionaryComputing/PSB2/"}
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:PSB2-path "/Volumes/Samsung_T5/EvolutionaryComputing/PSB2/"
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:PSB2-problem (clojure.string/replace (first args) #"PSB2." "")}
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(apply hash-map
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(map #(if (string? %) (read-string %) %)
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(map #(if (and (string? %) (not (.contains % "/"))) (read-string %) %)
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(rest args))))
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;(apply hash-map
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; (if (string/includes? (first args) "PSB2")
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; ;; Removes PSB2 path as an arg so that it isn't included in parameter changes
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; (map #(if (string? %) (read-string %) %)
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; (rest (remove #(= % (second args)) args)))
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; ;; Regular parameter changes
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; (map #(if (string? %) (read-string %) %)
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; (rest args)))))
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[:error-function]
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identity)))
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@ -10,7 +10,8 @@
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[propeller.push.instructions.numeric]
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[propeller.push.instructions.polymorphic]
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[propeller.push.instructions.string]
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[propeller.push.instructions.vector]))
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[propeller.push.instructions.vector]
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[psb2.core :as psb2]))
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(defn report
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"Reports information each generation."
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@ -27,31 +28,22 @@
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:average-genome-length (float (/ (reduce + (map count (map :plushy pop))) (count pop)))
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:average-total-error (float (/ (reduce + (map :total-error pop)) (count pop)))})
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(println)))
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; (clojure.pprint/pprint
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;(let [best (first pop)]
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; (clojure.pprint/pprint {:generation generation
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; :best-plushy (:plushy best)
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; :best-program (genome/plushy->push (:plushy best) argmap)
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; :best-total-error (:total-error best)
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; :best-errors (:errors best)
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; :best-behaviors (:behaviors best)
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; :genotypic-diversity (float (/ (count (distinct (map :plushy pop))) (count pop)))
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; :behavioral-diversity (float (/ (count (distinct (map :behaviors pop))) (count pop)))
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; :average-genome-length (float (/ (reduce + (map count (map :plushy pop))) (count pop)))
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; :average-total-error (float (/ (reduce + (map :total-error pop)) (count pop)))})
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; (println)))
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(defn gp
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"Main GP loop."
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[{:keys [population-size max-generations error-function instructions
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max-initial-plushy-size]
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max-initial-plushy-size PSB2-path PSB2-problem]
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:as argmap}]
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;;
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(println {:starting-args argmap})
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(println)
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;;
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(print "got here 1")
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(let [PSB2-data (if (= PSB2-path "")
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#{}
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(psb2/fetch-examples PSB2-path PSB2-problem 200 2000))]
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(loop [generation 0
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population (repeatedly
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population-size
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@ -61,7 +53,7 @@
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(let [evaluated-pop (sort-by :total-error
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(#?(:clj pmap
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:cljs map)
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(partial error-function argmap) population))
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(partial error-function (assoc argmap :train-and-test-data PSB2-data)) population))
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best-individual (first evaluated-pop)]
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(report evaluated-pop generation argmap)
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(cond
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@ -80,4 +72,4 @@
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#(variation/new-individual evaluated-pop argmap))
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(first evaluated-pop))
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(repeatedly population-size
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#(variation/new-individual evaluated-pop argmap))))))))
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#(variation/new-individual evaluated-pop argmap)))))))))
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@ -11,9 +11,7 @@
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; Random integer between -100 and 100 (from smallest)
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(defn random-int [] (- (rand-int 201) 100))
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(defn train-and-test-data
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[PSB2-path]
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(psb2/fetch-examples PSB2-path "fuel-cost" 200 2000))
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; (def train-and-test-data (psb2/fetch-examples PSB2-path "fuel-cost" 200 2000))
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(def instructions
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(utils/not-lazy
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@ -34,7 +32,7 @@
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(error-function argmap individual :train))
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([argmap individual subset]
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(let [program (genome/plushy->push (:plushy individual) argmap)
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data (get (train-and-test-data (get argmap :PSB2-path)) subset)
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data (get (get argmap :train-and-test-data) subset)
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inputs (map (fn [i] (get i :input1)) data)
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correct-outputs (map (fn [i] (get i :output1)) data)
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outputs (map (fn [input]
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@ -8,9 +8,6 @@
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[propeller.tools.math :as math]
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[propeller.tools.metrics :as metrics]))
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;; Get path from text file
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(def PSB2-path (slurp "PSB2_path.txt"))
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(defn map-vals-input
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"Returns all the input values of a map (specific helper method for substitution-cipher)"
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[i]
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@ -21,7 +18,7 @@
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[i]
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(vals (select-keys i [:output1])))
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(def train-and-test-data (psb2/fetch-examples PSB2-path "substitution-cipher" 200 2000))
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; (def train-and-test-data (psb2/fetch-examples PSB2-path "substitution-cipher" 200 2000))
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(def instructions
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(utils/not-lazy
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@ -41,7 +38,7 @@
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(error-function argmap individual :train))
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([argmap individual subset]
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(let [program (genome/plushy->push (:plushy individual) argmap)
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data (get train-and-test-data subset)
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data (get (get argmap :train-and-test-data) subset)
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inputs (map (fn [i] (map-vals-input i)) data)
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correct-outputs (map (fn [i] (map-vals-output i)) data)
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outputs (map (fn [input]
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