Read e-book online Advanced Intelligent Computing: 7th International PDF

By Lingzhi Wang, Jiansheng Wu (auth.), De-Shuang Huang, Yong Gan, Vitoantonio Bevilacqua, Juan Carlos Figueroa (eds.)

ISBN-10: 364224727X

ISBN-13: 9783642247279

ISBN-10: 3642247288

ISBN-13: 9783642247286

This e-book constitutes the completely refereed post-conference court cases of the seventh foreign convention on clever Computing, ICIC 2011, held in Zhengzhou, China, in August 2011. The ninety four revised complete papers provided have been rigorously reviewed and chosen from 832 submissions. The papers are equipped in topical sections on neural networks; computing device studying concept and strategies; fuzzy thought and versions; fuzzy structures and smooth computing; evolutionary studying & genetic algorithms; swarm intelligence and optimization; clever computing in machine imaginative and prescient; clever computing in photograph processing; biometrics with functions to person security/forensic sciences; clever image/document retrievals; usual language processing and computational linguistics; clever information fusion and data defense; clever computing in development reputation; clever agent and internet purposes; clever computing in scheduling; clever regulate and automation.

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Read Online or Download Advanced Intelligent Computing: 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers PDF

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Additional resources for Advanced Intelligent Computing: 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers

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Automatica 40, 1791–1796 (2004) 12. : On Stability of Linear Neutral Systems with Mixed Time Delays: A Discretized Lyapunov Functional Approach. Automatica 41, 1209–1218 (2005) 13. : A Discrete Delay Decomposition Approach to Stability of Linear Retarded and Neutral Systems. Automatica 45, 517–524 (2009) 14. : Stability Analysis of Neutral Systems with Distributed Delays. Automatica 44, 2197–2201 (2008) 15. : Stability Analysis of Neutral Systems with Mixed Delays. Automatica 44, 2968–2972 (2008) Neural Network Model for Forecasting Balkan Stock Exchanges Miroslav Janeski and Slobodan Kalajdziski Ss.

Robust Stability of Linear Systems with Nonlinear Parameter Perturbations. In: IEE Proceedings Control Theory and Applications, vol. 151, pp. 539–546 (2004) 11. : A Descriptor System Approach to Robust Stability of Uncertain Neutral Systems with Discrete and Distributed Delays. Automatica 40, 1791–1796 (2004) 12. : On Stability of Linear Neutral Systems with Mixed Time Delays: A Discretized Lyapunov Functional Approach. Automatica 41, 1209–1218 (2005) 13. : A Discrete Delay Decomposition Approach to Stability of Linear Retarded and Neutral Systems.

In our model we are using linear scaling in range [-1, 1]. 3 Network Architecture and Training Algorithm In the literature, feed-forward multilayer perceptron and radial-based neural networks are the most used for forecasting stock market prices. Both of them have advantages and disadvantages. In our model we are using multilayer perceptron neural network. Backpropagation algorithm is used as training algorithm, which is one of the most used for tasks like this [2], besides his disadvantages like converge to any local minimum on the error surface, not guaranteed convergence and etc.

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Advanced Intelligent Computing: 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011. Revised Selected Papers by Lingzhi Wang, Jiansheng Wu (auth.), De-Shuang Huang, Yong Gan, Vitoantonio Bevilacqua, Juan Carlos Figueroa (eds.)


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