Sugar-Plums And Sherbet: The Prehistory of Sweets by Laura Mason
A slightly misleading title there, since it covers approximately from the Renaissance to modern times, the history of sweets -- the British term, the American one being "candy" a term which is just about obsolete in Great Britain.