Call number:
M 08.0238
Description / Table of Contents:
Artificial neurons versus biological neurons of the human brain. - Fuzzy set versus crisp set, Fuzzy functions. - Evolutionary computing versus Darwinian evolution. - Strengths and weaknesses of NN, FL and GA and how to integrate these techniques for optimal results.The monograph includes a complete and stand alone seismic interpretation software, OpendTect, and a 3D test data set. Soft computing techniques are emerging as valuable methodologies capable of solving a wide spectrum of complex geoscientific problems. In this much needed monograph an in-depth but easy to follow overview of Neural Networks (NN), Fuzzy Logic (FL), and Genetic Algorithms (GA) technologies is provided and a comprehensive collection of recent applications of these technologies in the petroleum industry is highlighted.
Type of Medium:
Monograph available for loan
Pages:
161 S. + 1 DVD, 1 CD-ROM
ISBN:
9073781507
,
978-90-73781-50-4
Location:
Upper compact magazine
Branch Library:
GFZ Library
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