Titlebook: Intelligent Systems in Oil Field Development under Uncertainty; Marco A. C. Pacheco,Marley M. B. R. Vellasco Book 2009 Springer-Verlag Ber

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Intelligent Systems in Oil Field Development under Uncertainty978-3-540-93000-6Series ISSN 1860-949X Series E-ISSN 1860-9503

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Marco A. C. Pacheco,Marley M. B. R. VellascoPresents applications of intelligent decision support systems to oil field development under uncertainty.Includes supplementary material:

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Decision Support Methods,This section presents a summary of the main concepts on which evolutionary algorithms are based. First, the operating principle of Genetic Algorithms (GAs) is explained and their main parts and their evolution parameters described. Next, a description of Cultural Algorithms (CAs) is presented and its main components are pointed out.

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,Appendix A – Types of Uncertainty in Investment Projects,This appendix describes the different types of uncertainty that are generally encountered in investment projects....From the economic viewpoint, two types of uncertainty are generally present in projects for investment and technological innovation: market uncertainty and technical uncertainty.

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,Appendix D – Grant, Vora and Weeks Algorithm for Determining the Value of an American Option,This appendix describes the algorithm proposed by Grant, Vora and Weeks [1] that is used to determine the value of an American option, where the value of an American option is approximated as if it were a European option by determining the optimal exercise boundary or threshold curve.