Based on the research into the neural network, a model of intelligent cleaning robot was proposed by adopting the Double-Population Genetic Algorithm(DPGA) to evolve the weight of the neural network.

• 通过对神经网络的研究,采用双种群遗传算法(DPGA)来进化神经网络的权值,提出了一种智能保洁机器人模型。