An effective multivariate time series classification approach using echo state network and adaptive differential evolution algorithm

Expert Systems with Applications ◽

10.1016/j.eswa.2015.08.055 ◽

2016 ◽

Vol 43 ◽

pp. 237-249 ◽

Author(s):

Lin Wang ◽

Zhigang Wang ◽

Shan Liu

Keyword(s):

Time Series ◽

Differential Evolution ◽

Multivariate Time Series ◽

Differential Evolution Algorithm ◽

Echo State Network ◽

Time Series Classification ◽

Classification Approach ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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Time series prediction based on echo state network tuned by divided adaptive multi-objective differential evolution algorithm

Soft Computing ◽

10.1007/s00500-020-05457-8 ◽

2021 ◽

Author(s):

Weijie Ren ◽

Yiwen Wang ◽

Min Han

Keyword(s):

Time Series ◽

Differential Evolution ◽

Time Series Prediction ◽

Differential Evolution Algorithm ◽

Echo State Network ◽

Multi Objective ◽

Evolution Algorithm

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Back propagation neural network with adaptive differential evolution algorithm for time series forecasting

Expert Systems with Applications ◽

10.1016/j.eswa.2014.08.018 ◽

2015 ◽

Vol 42 (2) ◽

pp. 855-863 ◽

Author(s):

Lin Wang ◽

Yi Zeng ◽

Tao Chen

Keyword(s):

Neural Network ◽

Time Series ◽

Differential Evolution ◽

Back Propagation ◽

Differential Evolution Algorithm ◽

Back Propagation Neural Network ◽

Time Series Forecasting ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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Learning Adaptive Differential Evolution Algorithm from Optimization Experiences by Policy Gradient

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2021.3060811 ◽

2021 ◽

pp. 1-1

Author(s):

Jianyong Sun ◽

Xin Liu ◽

Thomas Back ◽

Zongben Xu

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Adaptive Differential Evolution ◽

Policy Gradient ◽

Evolution Algorithm

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Adaptive Directional Mutation for an Adaptive Differential Evolution Algorithm

2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS) ◽

10.1109/scisisis50064.2020.9322724 ◽

2020 ◽

Author(s):

Tetsuyuki Takahama ◽

Setsuko Sakai

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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A Decomposition-based Multi-objective Self-adaptive Differential Evolution Algorithm for RFID Network Planning

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185896 ◽

2020 ◽

Author(s):

Jiahao Liu ◽

Jing Liu

Keyword(s):

Differential Evolution ◽

Network Planning ◽

Differential Evolution Algorithm ◽

Multi Objective ◽

Adaptive Differential Evolution ◽

Evolution Algorithm ◽

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Adaptive differential evolution algorithm for multiobjective optimization problems

Applied Mathematics and Computation ◽

10.1016/j.amc.2007.12.052 ◽

2008 ◽

Vol 201 (1-2) ◽

pp. 431-440 ◽

Author(s):

Weiyi Qian ◽

Ajun li

Keyword(s):

Multiobjective Optimization ◽

Differential Evolution ◽

Optimization Problems ◽

Differential Evolution Algorithm ◽

Adaptive Differential Evolution ◽

Multiobjective Optimization Problems ◽

Evolution Algorithm

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Minimizing transportation cost of a joint inventory location model using modified adaptive differential evolution algorithm

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-011-3595-9 ◽

2011 ◽

Vol 60 (1-4) ◽

pp. 329-341 ◽

Author(s):

Abhishek Jha ◽

Keshav Somani ◽

Manoj Kumar Tiwari ◽

Felix T. S. Chan ◽

Kiran Jude Fernandes

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Transportation Cost ◽

Location Model ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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Reliability-based design of Water Distribution Networks using Self-Adaptive Differential Evolution algorithm

ISH Journal of Hydraulic Engineering ◽

10.1080/09715010.2017.1408038 ◽

2017 ◽

Vol 24 (2) ◽

pp. 198-212 ◽

Author(s):

Swati Sirsant ◽

M. Janga Reddy

Keyword(s):

Differential Evolution ◽

Water Distribution ◽

Differential Evolution Algorithm ◽

Distribution Networks ◽

Water Distribution Networks ◽

Reliability Based Design ◽

Adaptive Differential Evolution ◽

Evolution Algorithm ◽

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Adaptive differential evolution algorithm and its application to parameter estimation

2014 International Conference on Mechatronics and Control (ICMC) ◽

10.1109/icmc.2014.7231844 ◽

2014 ◽

Author(s):

Hailun Wang ◽

Wanliang Wang ◽

Jianwei Zheng

Keyword(s):

Parameter Estimation ◽

Differential Evolution ◽

Differential Evolution Algorithm ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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Optimal Truss Sizing Using an Adaptive Differential Evolution Algorithm

Journal of Computing in Civil Engineering ◽

10.1061/(asce)cp.1943-5487.0000487 ◽

2016 ◽

Vol 30 (2) ◽

pp. 04015019 ◽

Author(s):

Sujin Bureerat ◽

Nantiwat Pholdee

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Adaptive Differential Evolution ◽

Evolution Algorithm

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