Chaotic time series prediction based on brain emotional learning model and self-adaptive genetic algorithm

Mei Ying;  Tan Guan-Zheng;  Liu Zhen-Tao;  Wu He

doi:10.7498/aps.67.20172104

Chaotic time series prediction based on brain emotional learning model and self-adaptive genetic algorithm

Acta Physica Sinica ◽

10.7498/aps.67.20172104 ◽

2018 ◽

Vol 67 (8) ◽

pp. 080502

Author(s):

Mei Ying ◽

Tan Guan-Zheng ◽

Liu Zhen-Tao ◽

Wu He

Keyword(s):

Genetic Algorithm ◽

Time Series ◽

Time Series Prediction ◽

Learning Model ◽

Chaotic Time Series ◽

Emotional Learning ◽

Adaptive Genetic Algorithm ◽

Chaotic Time Series Prediction ◽

Brain Emotional Learning ◽

Self Adaptive

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Chaotic time series prediction using brain emotional learning-based recurrent fuzzy system (BELRFS)

International Journal of Reasoning-based Intelligent Systems ◽

10.1504/ijris.2013.057273 ◽

2013 ◽

Vol 5 (2) ◽

pp. 113 ◽

Cited By ~ 11

Author(s):

Mahboobeh Parsapoor ◽

Urban Bilstrup

Keyword(s):

Time Series ◽

Fuzzy System ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Emotional Learning ◽

Chaotic Time Series Prediction ◽

Brain Emotional Learning

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A chaotic time series prediction algorithm using asymmetric functions

Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET-2013) ◽

10.2991/icibet.2013.171 ◽

2013 ◽

Author(s):

Yun Bu ◽

Wan Xin Kang ◽

Yong Qiang Chen

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Prediction Algorithm ◽

Chaotic Time Series Prediction

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Chaotic time series prediction based on multi-kernel learning support vector regression

Acta Physica Sinica ◽

10.7498/aps.57.2708 ◽

2008 ◽

Vol 57 (5) ◽

pp. 2708

Author(s):

Zhang Jun-Feng ◽

Hu Shou-Song

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Kernel Learning ◽

Support Vector ◽

Learning Support ◽

Chaotic Time Series Prediction

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Application of fuzzy tree on chaotic time series prediction

2008 IEEE International Conference on Automation and Logistics ◽

10.1109/ical.2008.4636169 ◽

2008 ◽

Author(s):

Jian Yao ◽

JianQin Mao ◽

Wei Zhang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

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Local averaging optimization for chaotic time series prediction

Neurocomputing ◽

10.1016/s0925-2312(01)00647-6 ◽

2002 ◽

Vol 48 (1-4) ◽

pp. 279-297 ◽

Cited By ~ 15

Author(s):

James McNames

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Local Averaging ◽

Chaotic Time Series Prediction

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Chaotic Time Series Prediction using Three-Dimensional FOA and Echo State Network

10.1109/icnc52316.2021.9608484 ◽

2021 ◽

Author(s):

Yanhu Wang ◽

Shanshan Xu ◽

Yuling Luo ◽

Shunsheng Zhang ◽

Min Su ◽

...

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Three Dimensional ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Maximum Information Exploitation Using Broad Learning System for Large-Scale Chaotic Time-Series Prediction

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3004253 ◽

2020 ◽

pp. 1-10

Author(s):

Min Han ◽

Weijie Li ◽

Shoubo Feng ◽

Tie Qiu ◽

C. L. Philip Chen

Keyword(s):

Time Series ◽

Large Scale ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Learning System ◽

Maximum Information ◽

Chaotic Time Series Prediction

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Multivariate Chaotic Time Series Prediction Based on Radial Basis Function Neural Network

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760023_109 ◽

2006 ◽

pp. 741-746 ◽

Cited By ~ 1

Author(s):

Min Han ◽

Wei Guo ◽

Mingming Fan

Keyword(s):

Neural Network ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Radial Basis ◽

Chaotic Time Series Prediction

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L1/2 Norm Regularized Echo State Network for Chaotic Time Series Prediction

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46675-0_2 ◽

2016 ◽

pp. 12-19 ◽

Cited By ~ 1

Author(s):

Meiling Xu ◽

Min Han ◽

Shunshoku Kanae

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Chaotic time series prediction with residual analysis method using hybrid Elman–NARX neural networks

Neurocomputing ◽

10.1016/j.neucom.2010.06.004 ◽

2010 ◽

Vol 73 (13-15) ◽

pp. 2540-2553 ◽

Cited By ~ 128

Author(s):

Muhammad Ardalani-Farsa ◽

Saeed Zolfaghari

Keyword(s):

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Residual Analysis ◽

Chaotic Time Series ◽

Analysis Method ◽

Chaotic Time Series Prediction

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