Convex Optimization in Signal and Image Processing
There's a whole area of signal processing dedicated to optimal filtering. In pretty much every case I've seen the filtering problem is formulated with a convex cost function. 

Here's a freely available book on the subject - Sophocles J. Orfanidis - Optimum
Signal Processing.