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@kazarazat
Created October 19, 2016 21:00
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This code is inspired by an Evolutionary Algorithm as discussed by Ray Kurzweil. The idea is to use simple Mendelian biological inheritance to breed two "organisms" with random genetic data to each other to produce an offspring that has inherited "desired" genetic data from them.
import string
import random
model_genes = ['1','2','3','4','a','b','c','d']
strand = len(model_genes)/2
def female_code(size, chars=string.digits):
return list(''.join(random.choice(chars) for _ in range(size)))
def male_code(size, chars=string.ascii_lowercase):
return list(''.join(random.choice(chars) for _ in range(size)))
class Lifeform(object):
def __init__(self, female_, male_):
self.female_genes = female_
self.male_genes = male_
def dna(self):
return self.female_genes + self.male_genes
def generation(self,num):
self.branch = num
return self.branch
def breed(male, female):
gene_length = len(model_genes)
gene_split = gene_length / 2
x_model = model_genes[:gene_split]
y_model = model_genes[gene_split:]
organism_1 = male
organism_2 = female
#male dna extract
o1_x_dna = organism_1.dna()[:gene_split]
o1_y_dna = organism_1.dna()[gene_split:]
#female dna extract
o2_x_dna = organism_2.dna()[:gene_split]
o2_y_dna = organism_2.dna()[gene_split:]
def dna_match(model_dna, organism_dna):
gene_test = set(model_dna) & set(organism_dna)
return list(gene_test)
def get_inheritance():
x_traits = dna_match(x_model, o1_x_dna) + dna_match(x_model, o2_x_dna)
y_traits = dna_match(y_model, o1_y_dna) + dna_match(y_model, o2_y_dna)
offspring_x_traits = sorted(list(set(x_traits)))
offspring_y_traits = sorted(list(set(y_traits)))
print "Father's DNA:",sorted(organism_1.dna())
print "Mother's DNA:",sorted(organism_2.dna())
print "Child's inherited traits",offspring_x_traits,offspring_y_traits
return offspring_x_traits,offspring_y_traits
def produce_child(xi,yi): #takes arrays of inherited DNA
x_needed = gene_split-len(xi)
y_needed = gene_split-len(yi)
child = Lifeform(female_code(x_needed),male_code(y_needed))
inherited_genes = sorted(xi+yi)
child_dna = sorted(inherited_genes + child.dna())
print "Child's DNA:",child_dna
x_heredity,y_heredity = get_inheritance()
return produce_child(x_heredity,y_heredity)
breed(Lifeform(female_code(strand),male_code(strand)),
Lifeform(female_code(strand),male_code(strand)))
@iksnae
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iksnae commented Oct 20, 2016

wow. that's a nice piece of code! i'm not familiar with the discussion, it makes more sense to me when i ran it a few times locally and saw the output. congrats!

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