IJUC HomeIssue Contents

Immunocomputing of Hydroacoustic Fields
Alexander Tarakanov, Alexander Prokaev, and Eugeny Varnavskikh

This paper proposes a novel approach to calculation of hydroacoustic fields based on immunocomputing. The essence of the approach is the reconstruction of scalar field by a formal immune network which is trained using known values of the field in some points of multidimensional space. For this purpose, we modify previously developed algorithm of (discrete) pattern recognition to obtain real-valued (continuous) output. We demonstrate that our approach provides better accuracy than neurocomputing and more conventional methods of interpolation.

Full Text (IP)