python实现人工蜂群算法

python实现人工蜂群算法实现人工蜂群算法

主要介绍了python如何实现人工蜂群算法，帮助大家更好的利用python进行数据分析，感兴趣的朋友可以了解

下

ABSIndividual.py

import numpy as np

import ObjFunction

class ABSIndividual:

'''

'''

self.vardim = vardim

self.bound = bound

self.fitness = 0.

self.trials = 0

def generate(self):

'''

generate a random chromsome for artificial bee swarm algorithm

'''

len = self.vardim

'''

calculate the fitness of the chromsome

'''

self.fitness = ObjFunction.GrieFunc(

self.vardim, self.chrom, self.bound)

ABS.py

import numpy as np

from ABSIndividual import ABSIndividual

import random

import copy

'''

sizepop: population sizepop

vardim: dimension of variables

bound: boundaries of variables

MAXGEN: termination condition

params: algorithm required parameters, it is a list which is consisting of[trailLimit, C]

'''

self.sizepop = sizepop

self.vardim = vardim

self.bound = bound