Capacitors are a complete waste.
Search for the "The Big Three". If you google it, the first hit is an article at the12volt.com that is very informative.
It is basically upgrading your wiring to handle the additional load.
If upgrading the big three doesn't resolve the issue, then you need to look at alternator and/or battery upgrades.