C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality management in a river basin. Water Resources Research, 34(3):427--436, 1998. Home/Search Document Not in Database Summary Related Articles Check |
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Pareto Evolutionary Neural Networks - Fieldsend, Singh (2003) (Correct)
....rate) is arguably more important than just minimising the forecast Euclidean error. Recent work that attempts to encapsulate multiple objectives using NNs have introduced augmentations to the traditional approaches of NN training. These have been in the form of propagating a linear sum of errors [50, 51], a product of terms [54] and penalising particular mis classifications more heavily [44] However these approaches implicitly assume the practitioner has some knowledge of the true Pareto error front defined by the generating process, and the features and NN topology they are using to model it ....
C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality manage- ment in a river basin. Water Resources Research, 34(3):427-436, 1998.
Pareto Multi-Objective Non-Linear Regression Modelling to.. - Fieldsend, Singh (2002) (Correct)
....important than just minimising the forecast Euclidean error. In order to encapsulate multiple objectives, recent approaches to time series forecasting using NNs have introduced augmentations to traditional learning algorithms. These have been in the form of propagating a linear sum of errors [8] [9], 10] and penalising particular mis classifications more heavily [11] However these approaches implicitly assume the practitioner has some knowledge of the true Pareto error front defined by the generating process, and the features and network topology they are using to model it. A Pareto ....
C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality management in a river basin. Water Resources Research, 34(3):427--436, 1998.
Pareto Multi-Objective Non-Linear Regression - Modelling To Aid (Correct)
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C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality management in a river basin. Water Resources Research, 34(3):427--436, 1998.
Pareto Evolutionary Neural Networks - Jonathan Fieldsend Member (Correct)
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C.-G. Wen and C.-S. Lee, "A neural network approach to multiobjective optimization for water quality management in a river basin," Water Resources Research, vol. 34, no. 3, pp. 427--436, 1998.
Pareto Multi-Objective Non-Linear Regression Modelling to .. - Jonathan Fieldsend And (2002) (Correct)
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C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality management in a river basin. Water Resources Research, 34(3):427--436, 1998.
Pareto Multi-Objective Non-Linear Regression Modelling to .. - Jonathan Fieldsend And (2002) (Correct)
No context found.
C-G. Wen and C-S Lee. A neural network approach to multiobjective optimization for water quality management in a river basin. Water Resources Research, 34(3):427--436, 1998.
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