I can think of a couple applications:
[ol]
[li]Describing the shortest constrained path that a given quantity will follow over time.[/li][li]Solving continuous-time dynamic optimization problems where dynamic programming is intractable or unpleasant.[/li][/ol]
Am I missing anything?
Anyone?