Although mathematically elegant, back-propagation isn't perfect. Instead consider using particle swarm optimization (PSO) to train your neural network; here's how.

This paper presents analysis of multiparameter optimization realized applying Particle Swarm Optimization (PSO). Model of Neural Network (NN) was selected as object. The main goal was adaptation of ...

In recent years, Deep Neural Networks (DNN) have been employed in different types of fields for recognizing, classifying, detecting and sorting, etc. Thus, optimizing the DNN is very essential to ...

Qi Xiong, Hongbo Zhang, Qiusheng Rong, Path Planning Based on Improved Particle Swarm Optimization for AUVs, Journal of Coastal Research, SPECIAL ISSUE NO. 111.

Design Optimization by Using Particle Swarm Optimization in Matlab and Apdl in Ansys For optimization of real time problems it is difficult to generate equations which are to be optimized.

Guifang Shen, Research on Marine Water Quality Evaluation Model Based on Improved Harmony Search Algorithm by Gaussian Disturbance to Optimize Takagi-Sugeno Fuzzy Neural Network, Journal of Coastal ...