Can we boost A 12V5A power supply output to 12V10A.
If so how to do that?

 

I'm thinking the first task is to find a way to violate the fundamental laws of conservation of energy.

 

You need to buy or build another supply like you have, and run it in parallel with it, or better yet, build or buy one rated for at least 20% more than your intended load.