Created
July 20, 2012 16:13
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class Chromosome | |
attr_accessor :bitstring | |
def fitness | |
@fitness = @bitstring ^ 0b0101 | |
end | |
def self.random_chromosomes(length, number) | |
return Array.new(length) { Chromosome.new(length) } | |
end | |
def initialize(length, bitstring = nil) | |
if bitstring | |
@bitstring = bitstring | |
else | |
@bitstring = rand(2**length+1).to_s(2).rjust(length, '0') | |
end | |
fitness | |
end | |
def self.fitnesses(chrs) | |
chrs.each do |c| | |
c.fitness | |
end | |
end | |
def self.total_fitness(chrs) | |
total = 0 | |
chrs.each do |c| | |
total += chrs.fitness | |
end | |
return total | |
end | |
def self.roulette(chrs) | |
roulette=[] | |
chrs.each { |chr| | |
chr.fitness.times { roulette << chr } | |
} | |
roulette.sample | |
end | |
def self.produceNew(chrs) | |
newchrs = [] | |
chrs.each do |c| | |
newchrs.push(roulette(chrs)) | |
end | |
fitnesses(newchrs) | |
return newchrs | |
end | |
def cross(mate) | |
cs = crossover_site = rand(@bitstring.length-1)+1 | |
mate.bitstring[cs..-1], @bitstring[cs..-1] = @bitstring[cs..-1], mate.bitstring[cs..-1] | |
end | |
def self.do_crossings(chrs, mates) | |
i = 0 | |
completed = [] | |
#not very idiomatic, but, the i variable is important | |
while i < chrs.length | |
#due to the symmetric nature of the data structure we're using | |
if completed.include? i | |
i += 1 | |
next | |
end | |
chrs[i].cross(chrs[mates[i]]) | |
completed.push(mates[i]) | |
i += 1 | |
end | |
return chrs | |
end | |
def self.get_mates(chrs) | |
i = 0 | |
res = {} | |
while i < chrs.length | |
res[i] = i+1 | |
res[i+1] = i | |
i += 2 | |
end | |
res | |
end | |
end | |
i = 0 | |
chrs = Chromosome.random_chromosomes(4, 4) | |
100.times do | |
chrs = Chromosome.produce_new(chrs) | |
mates = Chromosome.get_mates(chrs) | |
chrs = Chromosome.do_crossings(chrs, mates) | |
puts chrs.inspect | |
end | |
puts chrs.inspect |
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