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ANN Optimization Experiments for Classification

ANN Optimization Experiments for Classification

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Copyright: 2014
Pages: 13
Source title: Medical Diagnosis Using Artificial Neural Networks
Source Author(s)/Editor(s): Sara Moein (Washington University in Saint Louis, USA)
DOI: 10.4018/978-1-4666-6146-2.ch014

Keywords: Computer Science & IT / Medical Information Science Reference / Medical Technologies / Neural Networks

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Abstract

This chapter shows the application of PSO and GA algorithms for training the neural network using two datasets: XOR and Iris. Then the performance of both algorithms are compared and presented by figures. In addition, some of the other optimization algorithms such as Gravitation Search Algorithm (GSA) and Ant Colony Optimization (ACO) are explained.

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