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Semigroup theory.- Controllability, observability and stability.- Quadratic cost control problem.- Stochastic processes and stochastic differential equations.- The state estimation problem.- The separation principle for stochastic optimal control.- Unbounded control and sensing in distributed systems.- Time dependent systems.