I don't think this would work well. I think you would just create a hot spot in one or maybe 2 tubs and the rest of the rack wouldn't be affected.
Get a small oil filled space heater ($40 Walmart) and just heat the whole room (or the area around the rack at least)...much cheaper and safer in the long run.