You could try Walmart. My DH and the kids got me this set there last year for my birthday. I love it and we get compliments on it all the time.
The set includeed the oval table, 6 reclining chairs, 2 ottomans and a small round side table. We got the umbrella separately at a local close out store.
You could also try the websites for Home Depot and Lowe's.