A novel Chemical Reaction Optimization based Higher order Neural Network (CRO-HONN) for nonlinear classification

A novel Chemical Reaction Optimization based Higher order Neural Network (CRO-HONN) for nonlinear classification

In this paper, a Chemical Reaction Optimization (CRO) based higher order neural network with a single hidden layer called Pi–Sigma Neural Network (PSNN) has been proposed for data classification which maintains fast learning capability and avoids the exponential increase of number of weights and pro...

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Bibliographic Details
Main Authors: Janmenjoy Nayak, Bighnaraj Naik, H.S. Behera
Format: Article
Language:English
Published: Elsevier 2015-09-01
Series:Ain Shams Engineering Journal
Subjects:
Higher Order Neural Networks (HONNs)
Pi–Sigma neural networks
Genetic Algorithm (GA)
Particle Swarm Optimization (PSO)
Chemical Reaction Optimization (CRO)
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447915000131

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http://www.sciencedirect.com/science/article/pii/S2090447915000131

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