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2022-06-28 08:57:51 +02:00
parent 0b318ac0e4
commit e367229253
6 changed files with 129 additions and 20 deletions

50
scripts/cargo.exs Normal file
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defmodule Cargo do
@behaviour Problem
alias Types.Chromosome
@impl true
def genotype do
genes = for _ <- 1..10, do: Enum.random(0..1)
%Chromosome{genes: genes, size: 10}
end
@impl true
def fitness_function(chromosome) do
profits = [6, 5, 8, 9, 6, 7, 3, 1, 2, 6]
weights = [10, 6, 8, 7, 10, 9, 7, 11, 6, 8]
weight_limit = 40
potential_profits =
chromosome.genes
|> Enum.zip(profits)
|> Enum.map(fn {g, p} -> g * p end)
|> Enum.sum()
over_limit? =
chromosome.genes
|> Enum.zip(weights)
|> Enum.map(fn {c, w} -> c * w end)
|> Enum.sum()
|> Kernel.>(weight_limit)
profits = if over_limit?, do: 0, else: potential_profits
profits
end
@impl true
def terminate?(population, _generation) do
Enum.max_by(population, &Cargo.fitness_function/1).fitness == 53
end
end
soln = Genetic.run(Cargo, population_size: 50)
IO.write("\n")
IO.inspect(soln)
weight = soln.genes
|> Enum.zip([10, 6, 8, 7, 10, 9, 7, 11, 6, 8])
|> Enum.map(fn {g, w} -> w*g end)
|> Enum.sum()
IO.write("\nWeight is: #{weight}\n")