A Method for Well Failure Diagnosis Based on Quantum Frog Leaping Algorithm and Counter Propagation Network
Heping Yuan · Journal of Yangtze University · 2013
In this paper,an improved counter propagation network is built,and a quantum frog leaping learning algorithm is proposed.The individual encodes for probability amplitudes of quantum bits,the updates of individual are performed by quantum rotation gates,the mutations of individual are performed by quantum non-gate.Extracting the feature vectors composed of energy of different bands constitute network input.The types of well fault are judged by output results of neural network.The results of simulation experiments show that the method can get better classification results,it has a certain application value.