我正在写一小段python作为作业,但我没有让它运行!我没有太多的Python经验,但是我知道很多Java。我正在尝试实现粒子群优化算法,这就是我所拥有的:
class Particle: def __init__(self,domain,ID): self.ID = ID self.gbest = None self.velocity = [] self.current = [] self.pbest = [] for x in range(len(domain)): self.current.append(random.randint(domain[x][0],domain[x][1])) self.velocity.append(random.randint(domain[x][0],domain[x][1])) self.pbestx = self.current def updateVelocity(): for x in range(0,len(self.velocity)): self.velocity[x] = 2*random.random()*(self.pbestx[x]-self.current[x]) + 2 * random.random()*(self.gbest[x]-self.current[x]) def updatePosition(): for x in range(0,len(self.current)): self.current[x] = self.current[x] + self.velocity[x] def updatePbest(): if costf(self.current) < costf(self.best): self.best = self.current def psoOptimize(domain,costf,noOfParticles=20, noOfRuns=30): particles = [] for i in range(noOfParticles): particle = Particle(domain,i) particles.append(particle) for i in range(noOfRuns): Globalgbest = [] cost = 9999999999999999999 for i in particles: if costf(i.pbest) < cost: cost = costf(i.pbest) Globalgbest = i.pbest for particle in particles: particle.updateVelocity() particle.updatePosition() particle.updatePbest(costf) particle.gbest = Globalgbest return determineGbest(particles,costf)
现在,我认为没有理由不起作用。但是,当我运行它时,出现此错误:
“ TypeError:updateVelocity()不接受任何参数(给定1个)”
我不明白!我没有给它任何论点!
谢谢您的帮助,
莱纳斯
Python将对象隐式传递给方法调用,但是您需要为其显式声明参数。通常将其命名为self:
self
def updateVelocity(self):