EAN: 9783031005640

SYNTHESIS LECTURES ON COMPUTATIONAL ELECTROMAGN...

Support Vector Machines (SVM) were introduced in the early 90's as a novel nonlinear solution
for classification and regression tasks. These techniques have been proved to have superior
performances in a large variety of real world applications due to their generalization
abilities and robustness against noise and interferences. This book introduces a set of novel
techniques based on SVM that are applied to antenna array processing and electromagnetics. In
particular  it introduces methods for linear and nonlinear beamforming and parameter design for
arrays and electromagnetic applications.

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