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Mar 28, 2024
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E E 794 - Adaptive, Learning, and Self-Organizing Systems Fundamental concepts underlying adaptive, learning, and self-organizing systems. System identification, use of gradient methods, peakholding systems, application of adaptive principle to autopilot and communication systems. Model reference adaptive control, dual control. Self-tuning control, pattern recognition, discriminant functions, training in classifiers, statistical classification, feature selection and ordering, nonparametric procedure, Bayesian learning, stochastic approximation.
Credits: (3)
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