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authorblendoit <blendoit@gmail.com>2019-11-01 18:12:34 -0700
committerblendoit <blendoit@gmail.com>2019-11-01 18:12:34 -0700
commit8b6f11119790c8c930734894a37d2a4aaa42462d (patch)
tree9d6b9013ad4522f9a5598f30b4d3a0fcd26810ac /aircraftstudio/generator/generator.py
parent5ab73817371c1b4fedbd98838d3cf28984d73004 (diff)
Start work on optimized multiprocessing random a/c gen. & eval.HEADmaster
Diffstat (limited to 'aircraftstudio/generator/generator.py')
-rw-r--r--aircraftstudio/generator/generator.py43
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diff --git a/aircraftstudio/generator/generator.py b/aircraftstudio/generator/generator.py
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+"""
+The generator.py module contains classes describing genetic populations
+and methods to generate default aircraft.
+"""
+
+from aircraftstudio import creator
+
+
+def default_fuselage():
+ pass
+
+
+def default_propulsion():
+ pass
+
+
+class Population():
+ """Represents a collection of aircraft."""
+ def __init__(self, size):
+ self.aircrafts = []
+ for _ in range(size):
+ self.aircrafts.append(creator.base.Aircraft.from_random())
+ self.size = size
+ self.results = None
+ self.gen_number = 0 # incremented for every generation
+
+ #TODO class methods for default and random population
+ # def from_default(self, size):
+ # for i in range(size):
+ # self.aircrafts.append(creator.base.Aircraft.from_default())
+
+ # def from_random(self, size):
+ # for i in range(size):
+ # self.aircrafts.append(creator.base.Aircraft.from_random())
+
+ def mutate(self, prob_mt):
+ """Randomly mutate the genes of prob_mt % of the population."""
+ def crossover(self, prob_cx):
+ """Combine the genes of prob_cx % of the population."""
+ def reproduce(self, prob_rp):
+ """Pass on the genes of the fittest prob_rp % of the population."""
+ def fitness():
+ """Rate the fitness of an individual on a relative scale (0-100)"""
Copyright 2019--2024 Marius PETER