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Title: :  COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS
PaperId: :  10890
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 5 2019
DUI:    16.0415/IJARIIE-10890
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RANDRIANAIVOARIVONY Rija LucHigh School Of Polytechnical University in Antananarivo, Madagascar,
ANDRIAMANOHISOA Hery ZoHigh School Of Polytechnical University in Antananarivo, Madagascar,
ROBINSON MatioHigh School Of Polytechnical University in Antananarivo, Madagascar,

Abstract

Cognitive Science and Application
Cognitive approach, neural networks, genetic algorithm
This article proposes a cognitive approach based on the use of computational algorithms for modeling time data in particular on Optimization of a neural predictor based on a real genetic algorithm. This method consists in the simultaneous optimization of the topology of neural networks (the number of layers, the number of neurons per layer, the form of the activation function used in layers, the presence or absence of bias, the number of predictor inputs, delays), neural network control parameters (learning parameter, inertia parameter), and initial intervals of synaptic weights of hidden layers and output layer

Citations

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IJARIIE RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. "COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 5 2019 Page 575-582
MLA RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. "COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 5.5(2019) : 575-582.
APA RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, & ROBINSON Matio. (2019). COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education, 5(5), 575-582.
Chicago RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. "COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 5 (2019) : 575-582.
Oxford RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. 'COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, 2019, p. 575-582. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/COGNITIVE_MODELING_OF_TIME_DATA_BY_COMPUTATIONAL_ALGORITHMS_ijariie10890.pdf (Accessed : 03 March 2024).
Harvard RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. (2019) 'COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, 5(5), pp. 575-582IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/COGNITIVE_MODELING_OF_TIME_DATA_BY_COMPUTATIONAL_ALGORITHMS_ijariie10890.pdf (Accessed : 03 March 2024)
IEEE RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio, "COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, pp. 575-582, Sep-Oct 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/COGNITIVE_MODELING_OF_TIME_DATA_BY_COMPUTATIONAL_ALGORITHMS_ijariie10890.pdf [Accessed : 03 March 2024].
Turabian RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. "COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 5 (03 March 2024).
Vancouver RANDRIANAIVOARIVONY Rija Luc, ANDRIAMANOHISOA Hery Zo, and ROBINSON Matio. COGNITIVE MODELING OF TIME DATA BY COMPUTATIONAL ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 03 March 2024]; 5(5) : 575-582. Available from: http://ijariie.com/AdminUploadPdf/COGNITIVE_MODELING_OF_TIME_DATA_BY_COMPUTATIONAL_ALGORITHMS_ijariie10890.pdf
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