According to
LaToya Jackson's autobiography, her mother simply made up the name.
Toya is a pet form of
Victoria in Mexico so one could interpret
LaToya as La +
Toya, but there is no real evidence that Mrs.
Jackson had been exposed to the name
Toya before she created her daughter's name.