If you've already survived cancer, do your chances of survival increase if you relapse or develop cancer in a different part of the body?

Not likley. If the tumor recurs at the original site or the same tumor presents at an other, site the prognosis is usually not good. If an entirely new cancer develops at a new site, the prognosis will depend on the characterisitic of that tumor. Having two cancers is generally worse than one.