Jacky,

If you require low currents, you can use ICL7660 charge pumps to double and invert the voltage, then use 7812 and 7912 to regulate to +-12V. Other more elegant solutions certainly exist, but this one has the advantage of using inexpensive multiple source parts.

Cory Spackman