We present a unified approach to certain controllability and optimization questions such as approximate controllability with bounded sequences, necessary and sufficient conditions for lower stability, a problem of moments, penalty techniques. The control processes concerned are given by strongly continuous semigroups in Banach spaces, but the argument is led in the generality of continuous operators.