Improved Feedforward Neural Networks Using PSOGSA

Version 1.0.0.0 (351 KB) by Seyedali Mirjalili
This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA.
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Updated 3 Jul 2018

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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.

Cite As

Seyedali Mirjalili (2024). Improved Feedforward Neural Networks Using PSOGSA (https://www.mathworks.com/matlabcentral/fileexchange/42445-improved-feedforward-neural-networks-using-psogsa), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
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FNNPSOGSA/

Version Published Release Notes
1.0.0.0