Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron

Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron

Machine learning (ML) has been a technique employed to build data-driven models that can map the relationship between the input and output data provided. ML-based data-driven models offer an alternative path to solving optimization problems, which are conventionally resolved by applying simulation m...

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Bibliographic Details
Main Authors: Cuthbert Shang Wui Ng, Ashkan Jahanbani Ghahfarokhi
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Applied Computing and Geosciences
Subjects:
Machine learning
Data-driven modeling
Multilayer perceptron
Nature-inspired algorithms
Adaptive training
Robust production optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197422000258

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