A reliable multi-objective control strategy for batch processes based on bootstrap aggregated neural network models

Ankur Mukherjee; Jie Zhang

doi:10.1016/j.jprocont.2007.11.008

A reliable multi-objective control strategy for batch processes based on bootstrap aggregated neural network models

Journal of Process Control ◽

10.1016/j.jprocont.2007.11.008 ◽

2008 ◽

Vol 18 (7-8) ◽

pp. 720-734 ◽

Cited By ~ 33

Author(s):

Ankur Mukherjee ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Control Strategy ◽

Network Models ◽

Batch Processes ◽

Neural Network Models ◽

Multi Objective ◽

Objective Control

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Reliable multi-objective optimal control of batch processes based on stacked neural network models

16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering - Computer Aided Chemical Engineering ◽

10.1016/s1570-7946(06)80244-0 ◽

2006 ◽

pp. 1407-1412 ◽

Cited By ~ 1

Author(s):

Ankur Mukherjee ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Optimal Control ◽

Network Models ◽

Batch Processes ◽

Neural Network Models ◽

Multi Objective

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Multi-objective Optimisation of Atmospheric Crude Distillation System Operations Based on Bootstrap Aggregated Neural Network Models

12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering - Computer Aided Chemical Engineering ◽

10.1016/b978-0-444-63578-5.50107-9 ◽

2015 ◽

pp. 671-676 ◽

Cited By ~ 5

Author(s):

Funmilayo N. Osuolale ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Network Models ◽

Neural Network Models ◽

Multi Objective ◽

Distillation System

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Optimal control of batch processes using particle swam optimisation with stacked neural network models

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2009.01.009 ◽

2009 ◽

Vol 33 (10) ◽

pp. 1593-1601 ◽

Cited By ~ 23

Author(s):

Fernando Herrera ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Optimal Control ◽

Network Models ◽

Batch Processes ◽

Neural Network Models

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ESTIMATION OF PREDICTION INTERVALS OF NEURAL NETWORK MODELS BY A MULTI-OBJECTIVE GENETIC ALGORITHM

Uncertainty Modeling in Knowledge Engineering and Decision Making - World Scientific Proceedings Series on Computer Engineering and Information Science ◽

10.1142/9789814417747_0166 ◽

2012 ◽

pp. 1036-1041 ◽

Cited By ~ 3

Author(s):

RONAY AK ◽

YANFU LI ◽

ENRICO ZIO

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Network Models ◽

Prediction Intervals ◽

Neural Network Models ◽

Multi Objective ◽

Multi Objective Genetic Algorithm

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Nonlinear internal model control strategy for neural network models

Computers & Chemical Engineering ◽

10.1016/0098-1354(92)80022-2 ◽

1992 ◽

Vol 16 (12) ◽

pp. 1039-1057 ◽

Cited By ~ 206

Author(s):

E.P. Nahas ◽

M.A. Henson ◽

D.E. Seborg

Keyword(s):

Neural Network ◽

Control Strategy ◽

Internal Model ◽

Network Models ◽

Internal Model Control ◽

Neural Network Models ◽

Model Control

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A batch-to-batch iterative optimal control strategy based on recurrent neural network models

Journal of Process Control ◽

10.1016/j.jprocont.2004.04.005 ◽

2005 ◽

Vol 15 (1) ◽

pp. 11-21 ◽

Cited By ~ 106

Author(s):

Zhihua Xiong ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Optimal Control ◽

Recurrent Neural Network ◽

Control Strategy ◽

Network Models ◽

Neural Network Models ◽

Optimal Control Strategy ◽

Iterative Optimal Control

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Multi-Objective Optimization of Complex Objects in Neural Network Models

Indian Journal of Science and Technology ◽

10.17485/ijst/2016/v9i29/99467 ◽

2016 ◽

Vol 9 (29) ◽

Cited By ~ 1

Author(s):

Vadim Sergeevich Tynchenko ◽

Valeriya Valerievna Tynchenko ◽

Vladimir Viktorovich Bukhtoyarov ◽

Sergei Vasilyevich Tynchenko ◽

Eduard Arkadievich Petrovskyi

Keyword(s):

Neural Network ◽

Network Models ◽

Multi Objective Optimization ◽

Complex Objects ◽

Neural Network Models ◽

Multi Objective

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A Nonlinear Model Predictive Control Strategy Using Multiple Neural Network Models

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

10.1007/11760023_139 ◽

2006 ◽

pp. 943-948 ◽

Cited By ~ 6

Author(s):

Zainal Ahmad ◽

Jie Zhang

Keyword(s):

Neural Network ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Control Strategy ◽

Network Models ◽

Nonlinear Model Predictive Control ◽

Neural Network Models ◽

Multiple Neural Network

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A multi-objective evolutionary algorithm-based ensemble optimizer for feature selection and classification with neural network models

Neurocomputing ◽

10.1016/j.neucom.2012.12.057 ◽

2014 ◽

Vol 125 ◽

pp. 217-228 ◽

Cited By ~ 55

Author(s):

Choo Jun Tan ◽

Chee Peng Lim ◽

Yu–N Cheah

Keyword(s):

Neural Network ◽

Feature Selection ◽

Evolutionary Algorithm ◽

Network Models ◽

Neural Network Models ◽

Multi Objective

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Integrated batch-to-batch control and within batch control of batch processes using neural network models

Proceedings of the 2004 IEEE International Symposium on Intelligent Control, 2004. ◽

10.1109/isic.2004.1387668 ◽

2005 ◽

Author(s):

Jie Zhang

Keyword(s):

Neural Network ◽

Network Models ◽

Batch Processes ◽

Neural Network Models ◽

Batch Control

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