eckity.population 

 1class Population:
 2    """
 3    Population of individuals to be evolved in the evolutionary run.
 4
 5    Parameters
 6    ----------
 7    sub_populations: list of Subpopulations
 8        subpopulations contained in the population.
 9        For more information, see eckity.subpopulation.
10    """
11    def __init__(self, sub_populations):
12        self.sub_populations = sub_populations
13
14    def create_population_individuals(self):
15        for sub_pop in self.sub_populations:
16            sub_pop.create_subpopulation_individuals()
17
18    def find_individual_subpopulation(self, individual):
19        for sub_pop in self.sub_populations:
20            if sub_pop.contains_individual(individual):
21                return sub_pop
22        raise ValueError('The given individual was not found in any sub-population.'
23                         'It probably belongs to a previous generation population.')
24
25    def get_best_individuals(self):
26        return [sub_pop.get_best_individual() for sub_pop in self.sub_populations]
27
28    def get_worst_individuals(self):
29        return [sub_pop.get_worst_individual() for sub_pop in self.sub_populations]
30
31    def get_average_fitness(self):
32        return [sub_pop.get_average_fitness() for sub_pop in self.sub_populations]
class Population: 
 4class Population:
 5    """
 6    Population of individuals to be evolved in the evolutionary run.
 7
 8    Parameters
 9    ----------
10    sub_populations: list of Subpopulations
11        subpopulations contained in the population.
12        For more information, see eckity.subpopulation.
13    """
14    def __init__(self, sub_populations):
15        self.sub_populations = sub_populations
16
17    def create_population_individuals(self):
18        for sub_pop in self.sub_populations:
19            sub_pop.create_subpopulation_individuals()
20
21    def find_individual_subpopulation(self, individual):
22        for sub_pop in self.sub_populations:
23            if sub_pop.contains_individual(individual):
24                return sub_pop
25        raise ValueError('The given individual was not found in any sub-population.'
26                         'It probably belongs to a previous generation population.')
27
28    def get_best_individuals(self):
29        return [sub_pop.get_best_individual() for sub_pop in self.sub_populations]
30
31    def get_worst_individuals(self):
32        return [sub_pop.get_worst_individual() for sub_pop in self.sub_populations]
33
34    def get_average_fitness(self):
35        return [sub_pop.get_average_fitness() for sub_pop in self.sub_populations]

Population of individuals to be evolved in the evolutionary run.

Parameters
  • sub_populations (list of Subpopulations): subpopulations contained in the population. For more information, see eckity.subpopulation.
Population(sub_populations) 
14    def __init__(self, sub_populations):
15        self.sub_populations = sub_populations
sub_populations
def create_population_individuals(self): 
17    def create_population_individuals(self):
18        for sub_pop in self.sub_populations:
19            sub_pop.create_subpopulation_individuals()
def find_individual_subpopulation(self, individual): 
21    def find_individual_subpopulation(self, individual):
22        for sub_pop in self.sub_populations:
23            if sub_pop.contains_individual(individual):
24                return sub_pop
25        raise ValueError('The given individual was not found in any sub-population.'
26                         'It probably belongs to a previous generation population.')
def get_best_individuals(self): 
28    def get_best_individuals(self):
29        return [sub_pop.get_best_individual() for sub_pop in self.sub_populations]
def get_worst_individuals(self): 
31    def get_worst_individuals(self):
32        return [sub_pop.get_worst_individual() for sub_pop in self.sub_populations]
def get_average_fitness(self): 
34    def get_average_fitness(self):
35        return [sub_pop.get_average_fitness() for sub_pop in self.sub_populations]