Evolving Finite State Transducers to Interpret Deepwater Reservoir Depositional Environments

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@InProceedings{Yu6:2008:cec,

• author = "Tina Yu and Dave Wilkinson and Julian Clark and Morgan Sullivan",
• title = "Evolving Finite State Transducers to Interpret Deepwater Reservoir Depositional Environments",
• booktitle = "2008 IEEE World Congress on Computational Intelligence",
• year = "2008",
• editor = "Jun Wang",
• pages = "3491--3498",
• address = "Hong Kong",
• month = "1-6 " # jun,
• organization = "IEEE Computational Intelligence Society",
• publisher = "IEEE Press",
• isbn13 = "978-1-4244-1823-7",
• file = "EC0748.pdf",
• slides_url = "http://www.cs.mun.ca/~tinayu/Publications_files/wcci_presentation.pdf",
• URL = "http://www.cs.mun.ca/~tinayu/Publications_files/EC0748.pdf",
• DOI = "doi:10.1109/CEC.2008.4631270",
• size = "8 pages",
• abstract = "Predicting oil recovery efficiency of deep water reservoirs is a challenging task. One approach to characterise and predict the producibility of a reservoir is by analysing its depositional information. In a deposition-based stratigraphic interpretation framework, one critical step is the identification and labelling of the stratigraphic components in the reservoir according to their depositional information. This interpretation process is labour intensive and can produce different results depending on the stratigrapher who performs the analysis. To relieve stratigrapher's workload and to produce more consistent results, this research developed a methodology to automate this process using various computational intelligent techniques. Using a well log data set, we demonstrated that the developed methodology and the designed work flow can produce finite state transducer models that interpret deepwater reservoir depositional environments adequately.",
• keywords = "genetic algorithms, genetic programming",
• notes = "WCCI 2008 - A joint meeting of the IEEE, the INNS, the EPS and the IET.",

}

Genetic Programming entries for Tina Yu Dave Wilkinson Julian Clark Morgan Sullivan

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