Gerontophilia is the primary sexual attraction to the elderly. A person with such a sexual preference is a gerontophile. The word gerontophilia was coined in 1901 by psychiatrist Richard von Krafft-Ebing.

What is it called when someone older dates someone younger?

Manthers are older men who pursue partners significantly younger than them.