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Stochastic control problems.- Lie theory, functional expansions, and necessary conditions in singular optimal control.- Necessary conditions for optimal control problems with differentiable or nondifferentiable data.- General control systems.- The bang-bang principle.- Statistical filtering.- Singular perturbations and optimal control.- Duality in optimal control.