Abstract
This paper proposes a novel approach of simulation of hydrophysical fields (HPF), using immunocomputing (IC). The essence of the approach is the recognition of the value of scalar field in any point at any time by using a formal immune network (FIN) which is trained by the known values in some points of the field at some instants. Numerical experiments include simulations of sea surface temperature (SST) by utilizing average data obtained from the space monitoring of the Caspian Sea. The obtained results suggest that the IC simulator is promising for on-line modeling and visualization of real-world HPF.
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Tarakanov, A.O., Sokolova, L.A., Kvachev, S.V. (2007). Intelligent Simulation of Hydrophysical Fields by Immunocomputing. In: Popovich, V.V., Schrenk, M., Korolenko, K.V. (eds) Information Fusion and Geographic Information Systems. Lecture Notes in Geoinformation and Cartography. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-37629-3_19
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DOI: https://doi.org/10.1007/978-3-540-37629-3_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-37628-6
Online ISBN: 978-3-540-37629-3
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