Wes...for the other homeowners in your community sure...but for Chunky no (my opinion). Bullies do not need an electric fence. Fence yes...electric no. To avoid chasing The Chunkmeister, put him on a leash and walk him around instead. I would think having your dog on leash is probably an article of the HOA. Reward him with a treat when he does good. Chunky shouldn't be outside unattended at all especially if you don't have a fence.
Chunky...Bentley and Jewel say be good for daddy and maybe you will get a treat.
I think @ddnene 's Walter, author of the infamous book entitled, "How I Can Make My Mommy Crazy," might help Chunky write a book, "How I Can Make My Daddy Look Like An Idiot."
I hope this helps Wes and I hope you did not spend too much on getting counsel on the fence issue.
Have a great day! --rj