If you want to save money you must get rid of shopping.
1. cut down on
2. get on with
3. put up with
4. No improvement
(a) cut down on (Phr. V.) : to reduce
get rid of (Phr. V.) : to make yourself free of something that is annoying or that you do not want or do not want to do
Here, cut down on is the right usage.