http://www.amazon.com/Raise-Train-Peppermint-Shrimp-Edition/dp/0966778448">How to Raise & Train Your Peppermint Shrimp, 2nd Edition: April Kirkendoll: 9780966778441: Amazon.com: Books@@AMEPARAM@@http://ecx.images-amazon.com/images/I/51WHDHs%2BILL.@@AMEPARAM@@51WHDHs%2BILL</a>
It's doable but they aren't just going to survive in a regular reef tank. Like rearing anything else that lays eggs and hatch into larvae, it takes specialized breeding vessels and a lot more work.
Shrimp that hatch in a reef tank are just going to become fish and coral food.
Like many saltwater creatures, they'll breed easily enough - it's rearing the young that's the trick.