Soft computing and intelligent data analysis in oil exploration / edited by M. Nikravesh, F. Aminzadeh, L.A. Zadeh
- INTRODUCTION: FUNDAMENTALS OF SOFT COMPUTING: Soff computing for intelligent reservoir characterization and modeling / M. Nikravesh and F. Aminzadeh -- FUZZY LOGIC / G. J. Klir -- Introduction to using genetic algorithms / J. N. Carter -- Heuristic approaches to combinatorial optimization / V. M. Johnson -- Introduction to geostatistics / R. J. Pawar -- Geostatistics: from pattern recognition to pattern reproduction / J. Caers -- GEOPHYSICAL ANALYSIS AND INTERPRETATION: Mining and fusion of petroleum data with fuzzy logic and neural network agents / M. Nikravesh and F. Aminzadeh -- Time lapse seismic as a complementary tool for in-fill drilling / M. Landrp et al. -- Improving seismic chimney detection using directional attributes / K. M. Tingdahl -- Modeling a fluvial reservoir with multipoint statistics and principal components / P. M. Wong and S. A. R. Shibli -- COMPUTATIONAL GEOLOGY: The role of fuzzy logic in sedimentology and stratigraphic models / R. V. Demicco, G. J. Klir and R. Belohlavek -- Spatial contiguity analysis a method for describing spatial structures of seismic data / A. Faraj and F. Cailly -- Litho-seismic data handling for hydrocarbon reservoir estimate: Fuzzy System modeling approach / E. A. Shyllon -- Neural vector quantization for geobody detection and static multivariate upscaling / A. Chawathe and M. Ye -- High resolution reservoir heterogeneity characterization using recognition technology / M. Hassibi, I. Ershaghi and F. Aminzadeh -- Extending the use of linguistic petrographical descriptions to characterise core porosity / T. D. Gedeon et al. -- Reservoir and production engineering: using genetic algorithms for reservoir characterisation / C. Romero and J. N. Carter -- Applying soft computing methods to improve the computational tractability of a subsurface simulationoptimization problem / V. M. Johnson and L. L. Rogers -- Neural network prediction of permeability in the El Garia formation, Ashtart oilfield, offshore Tunisia / J. H. Ligtenberg and A. G. Wansink -- Using RBF network to model the reservoir fluid behavior of black oil systems / A. M. Elsharkawy -- Enhancing gas storage wells deliverability using intelligent systems / S. D. Mohaghegh -- and INTEGRATED FIELD STUDIES: Soft computing: tools for intelligent reservoir characterization and optimum well placement / M. Nikravesh, R. D. Adams and R. A. Levey -- Combining geological information with seismic and production data / J. Caers and S. Srinivasan -- Interpreting biostratigraphical data using fuzzy logic: the identification of regional mudstones within the Fleming field, UK North Sea / M. L. Wakefield et al.-- Geostatisttcal characterization of the Carpinteria field, California / R. J. Pawar, E. B. Edwards and E. M. Whitney -- Integrated fractured reservoir characterization using neural networks and fuzzy logic: three case studies / A. M. Zellou and A. Ouenes -- GENERAL APPLICATIONS: Virtual magnetic resonance logs, a low cost reservoir description tool / S. D. Mohaghegh -- Artificial neural networks linked to GIS / Y. Yang and M. S. Rosenbaum -- Intelligent computing techniques for complex systems / M. Nikravesh -- Multivariate statistical techniques including PCA and rule based systems for well log correlation / J. S. Lim.
- Bibliography Note:
- Includes bibliographical references and indexes.
- Source of Acquisition:
- Earth & Mineral Sciences copy: Purchased with funds from the William L. and Josephine Berry Weiss Special Initiative Fund; 20034.
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