I found it to be extremely hard to find a step-up converter that takes 1-5V and converts that to a fixed 12V.
I remember using a step up converter that had a pot and I adjusted it to output 12V while the input was 5V, but as soon as the input voltage dropped, the output voltage dropped, too.