| Abstract |
We introduce computational intelligence technologies, especially, neural networks, fuzzy systems, and evolutionary computation, for researchers in geo-science to help them to apply these technologies ...to their fields. Following the general introduction of each technology, we explain how these technologies handle nonlinearity, how to deign these nonlinear systems, how to acquire knowledge from observed data, what kind of feature they have, and how to embed expert's knowledge in the systems. We demonstrate three examples of computational intelligence techniques applied to geological inversion, estimation of rock location and density from their gravity responses, and designing image enhancement filters.show more
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Geophysicsworkshop