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Configure mul3 for autox experiments

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This commit is contained in:
Lee Spector 2023-11-01 14:22:40 -04:00
parent f18dbeeafc
commit 84be0de491
1 changed files with 10 additions and 9 deletions
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19
src/propeller/problems/boolean/mul3.cljc
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@ -298,7 +298,7 @@
[& args]
(gp/gp
(merge
{:instructions (concat instructions [:vary :protect]) ;; ah-umad
{:instructions (concat instructions [:gene]) ;; autox
:error-function error-function
:training-data (:train train-and-test-data)
:testing-data (:test train-and-test-data)
@ -307,17 +307,17 @@
:max-initial-plushy-size 100
:step-limit 10000
:parent-selection :lexicase
:downsample? true
:ds-function :case-rand
:downsample-rate 0.5
;:downsample? true
;:ds-function :case-rand
;:downsample-rate 0.5
;:parent-selection :tournament
;:parent-selection :motley-batch-lexicase
;:max-batch-size [1 2 4 8 16 32 64 128 256]
;:tournament-size 5
;:umad-rate 0.09
:ah-umad-min 0.01
:ah-umad-max 0.5
:ah-umad-mean 0.05
;:ah-umad-min 0.01
;:ah-umad-max 0.5
;:ah-umad-mean 0.05
;:umad-rate [1/2
; 1/4 1/4
; 1/8 1/8 1/8
@ -328,8 +328,9 @@
; 1/256 1/256 1/256 1/256 1/256 1/256 1/256 1/256]
;:alternation-rate [1 1/2 1/4 1/8 1/16 1/32 1/64 1/128 1/256]
;:alignment-deviation [0 1 2 4 8 16 32 64 128]
:variation {:ah-umad 1 ;; ah-umad
:umad 0
:variation {:ah-umad 0
:umad 0.5 ;autox
:autoconstructive-crossover 0.5 ;autox
:alternation 0
:reproduction 0
:tail-aligned-crossover 0}