Soft Computing for Reservoir Characterization and Modeling

The volume is the first comprehensive book in the area of intelligent reservoir characterization written by leading experts in academia and industry. It contains state-of-the-art techniques to be applied in reservoir geophysics, well logging, reservoir ge

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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected] http://www.springer.de/cgi-bin/search_book.pl?series=2941

Further Volumes of this series can be found at our homepage.

Vol. 68. A. Kandel, M. Last and H. Bunke (Eds.) Data Mining and Computational Intelligence, 2001 ISBN 3-7908-1371-0

Vol. 58. D.S. Malik and J.N. Mordeson Fuzzy Discrete Structures, 2000 ISBN 3-7908-1335-4

Vol. 69. A. Piegat Fuzzy Modeling and Control, 2001 ISBN 3-7908-1385-0

Vol. 59. T. Furuhashi, S. Tano and H.-A. Jacobsen (Eds.) Deep Fusion of Computational and Symbolic Processing, 2001 ISBN 3-7908-1339-7

Vol. 70. W. Pedrycz (Ed.) Granular Computing, 2001 ISBN 3-7908-1387-7

Vol. 60. K.J. Cios (Ed.) Medical Data Mining and Knowledge Discovery, 2001 ISBN 3-7908-1340-0

Vol. 71. K. Leiviskii (Ed.) Industrial Applications of Soft Computing, 2001 ISBN 3-7908-1388-5 Vol. 72. M. Mares Fuzzy Cooperative Games, 2001 ISBN 3-7908-1392-3

Vol. 61. D. Driankov and A. Saffiotti (Eds.) Fuzzy Logic Techniques for Autonomous Vehicle Navigation, 2001 ISBN 3-7908-1341-9

Vol. 73. Y. Yoshida (Ed.) Dynamical Aspects in Fuzzy Decision, 2001 ISBN 3-7908-1397-4

Vol. 62. N. Baba and L. C. Jain (Eds.) Computational Intelligence in Games, 2001 ISBN 3-7908-1348-6

Vol. 74. H.-N. Teodorescu, L.C. Jain and A. Kandel (Eds.) Hardware Implementation ofIntelligent Systems, 2001 ISBN 3-7908-1399-0

Vol. 63. 0. Castillo and P. Melin Soft Computing for Control of Non-Linear Dynamical Systems, 2001 ISBN 3-7908-1349-4

Vol. 75. V. Loia and S. Sessa (Eds.) Soft Computing Agents, 2001 ISBN 3-7908-1404-0

Vol. 64. I. Nishizaki and M. Sakawa Fuzzy and Multiobjective Games for Conflict Resolution, 2001 ISBN 3-7908-1341-9 Vol. 65. E. Or!owska and A. Szalas (Eds.) Relational Methods for Computer Science Applications, 2001 ISBN 3-7908-1365-6 Vol. 66. R.J. Howlett and L.C. Jain (Eds.) Radial Basis Function Networks 1, 2001 ISBN 3-7908-1367-2 Vol. 67. R. J. Howlett and L. C. Jain (Eds.) Radial Basis Function Networks 2, 2001 ISBN 3-7908-1368-0

Vol. 76. D. Ruan, J. Kacprzyk and M. Fedrizzi (Eds.) Soft Computing for Risk Evaluation and Management, 2001 ISBN 3-7908-1406-7 Vol. 77. W. Liu Propositional, Probabilistic and Evidential Reasoning, 2001 ISBN 3-7908-1414-8 Vol. 78. U. Seiffert and L. C. Jain (Eds.) Self-Organizing Neural Network, 2002 ISBN 3-7908-1417-2 Vol. 79. A. Osyczka Evolutionary Algorithms for Single and Multicriteria Design Optimization, 2002 ISBN 3-7908-1418-0

Patrick Wong Fred Aminzadeh Masoud Nikravesh Editors

Soft Computing for Reservoir Characterization and Modeling With 317 Figures and 34 Tables

Springer-Verlag Berlin Heidelberg GmbH

Dr. Patrick Wong University of New South Wales School of Petroleum Engineering Sydney, NSW 2052 Australia [email protected] Dr. Fred Aminzadeh 14019 SW FWY Suite 301-230 Sugar Land, Texas 77478 USA [email protected] Dr. Masoud Nikravesh University of California Computer Science Divisi