Parameter Setting of Hopfield Neural Networks
Yue Wu · Computer Engineering and Applications Journal · 2006
This paper analyzes the behavior of Hopfield networks as a method of solving the Travelling Salesman Problem(TSP) with an enhanced formulation of energy function,which is more available than the Hopfield-Tank(H-T)one.The analysis is based on the geometry of the subspace set up by the degenerate eigenvalues of the connection matrix.A set of criterion for parameter settings is derived.The new parameters perform well in the simulations.