A hybrid PSO-BP algorithm and its application

An approach that neural network optimized with PSO algorithm is proposed in the paper. Unlike conventional training method with gradient descent method only, this paper introduces a hybrid training algorithm by combining the PSO and BP algorithm. The PSO is used to optimize the initial parameters of...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jie Hu, Xiangjin Zeng
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial neural networks BP algorithm Feedforward neural network Forecasting Heuristic algorithms Particle swarm optimization Particle swarm optimization algorithm Prediction algorithms Signal processing algorithms Training
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