An Improved BP Algorithm and its Application

Abstract

Aiming at BP algorithm convergence slow and be prone to plunge a partial basis, an improved BP algorithm------ACBP Algorithm is proposed in this paper, it has better diversity and global search capacity. The ability of optimization for the algorithm is tested through numerical computation, the experimental demonstrates that the improved BP algorithm has better diversity and global search capacity than genetic algorithm, BP algorithm, ant colony algorithm and simulated anneal algorithm.