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Improved Feedforward Neural Networks Using PSOGSA

by Seyedali Mirjalili

 

01 Jul 2013

This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA.

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This work utilizes a hybrid of Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA) called PSOGSA for training Feedforward Neural Networks (FNNs). The algorithm is applied to the well-known Iris dataset.

The main paper: S. Mirjalili, S. Z. Mohd Hashim, and H. Moradian Sardroudi, "Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm," Applied Mathematics and Computation, vol. 218, pp. 11125-11137, 2012.

Required Products MATLAB
MATLAB release MATLAB 7.13 (R2011b)
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