We introduce methods of forcing many types of behavior from a chaotic map using only variations of simple targeting algorithms. In particular, we show how to create new periodic orbits which are close to existing non-periodic orbits. We also look at robust targeting algorithms that will target and stabilize chaotic maps in the presence of noise.