Название: Neural Networks and Other Soft Computing Techniques with Applications in the Oil Industry (+CD)
Авторы: Fred Aminzadeh, Paul de Groot
Издательство: EAGE Publications bv
Год издания: 2006
Цена: 2800 руб.
Цена для членов EAGE: 2500 руб.
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.
This monograph would be invaluable for geophysicists, geologists, and petroleum engineers who are interested in adapting new technologies in their work. While some technical issues and basic mathematics will be introduced, the focus will be to familiarize the reader with NN, FL and GA concepts and why they have emerged as leading tools for various applications including those in the oil industry.