Robust Soft Sensors Based On Integration of Genetic Programming, Analytical Neural Networks, and Support Vector Machines

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{kordon:2002:rssboiogpannasvm,

• author = "Arthur Kordon and Guido Smits and Elsa Jordaan and Ed Rightor",
• title = "Robust Soft Sensors Based On Integration of Genetic Programming, Analytical Neural Networks, and Support Vector Machines",
• booktitle = "Proceedings of the 2002 Congress on Evolutionary Computation CEC2002",
• editor = "David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton",
• pages = "896--901",
• year = "2002",
• publisher = "IEEE Press",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• organisation = "IEEE Neural Network Council (NNC), Institution of Electrical Engineers (IEE), Evolutionary Programming Society (EPS)",
• ISBN = "0-7803-7278-6",
• month = "12-17 " # may,
• notes = "CEC 2002 - A joint meeting of the IEEE, the Evolutionary Programming Society, and the IEE. Held in connection with the World Congress on Computational Intelligence (WCCI 2002)",
• keywords = "genetic algorithms, genetic programming, ANN, SVM, analytical neural networks, computational intelligence, generalisation, inferential sensors, robust soft sensors, support vector machines, inference mechanisms, intelligent sensors, learning automata, neural nets",
• DOI = "doi:10.1109/CEC.2002.1007044",
• abstract = "A novel approach for development of inferential sensors based on integration of three key computational intelligence approaches (genetic programming, analytical neural networks, and support vector machines) is proposed. The advantages of this type of soft sensors are their good generalisation capabilities, increased robustness, explicit input/output relationships, self-assessment capabilities, and low implementation and maintenance cost.",

}

Genetic Programming entries for Arthur K Kordon Guido F Smits Elsa Jordaan Ed Rightor

Citations