Intelligent Systems in Oil Field Development under Uncertainty - Pacheco, Marco A. C.; Vellasco, Marley M. B. R.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
ANEPI: Economic Analysis of Oil Field Development Projects under Uncertainty -- Real Options Theory -- Decision Support Methods -- Intelligent Optimization System for Selecting Alternatives for Oil Field Exploration by Means of Evolutionary Computation -- Real Option Value Calculation by Monte Carlo Simulation and Approximation by Fuzzy Numbers and Genetic Algorithms -- Analysis of Alternatives for Oil Field Development under Uncertainty -- High-Performance Processing for E&P -- Appendix A - Types of Uncertainty in Investment Projects -- Appendix B - Variance Reduction Techniques -- Appendix C - Stochastic Processes -- Appendix D - Grant, Vora and Weeks Algorithm for Determining the Value of an American Option -- Appendix E - Calculation of the Mean Value and Variance of Fuzzy Numbers -- Appendix F - Real Options Valuation Methods -- Appendix G - Analytical Model of the Expansion Option Problem -- Appendix H - CORBA Architecture.
Keywords: Applied mathematics; Engineering mathematics; Engineering economics; Engineering economy; Artificial intelligence; Chemical engineering; Environmental economics; Mathematical and Computational Engineering; Engineering Economics, Organization, Logistics, Marketing; Artificial Intelligence; Industrial Chemistry/Chemical Engineering; Environmental Economics