I have 20% memory left on my computer and it is giving me runtime and memory errors. How can I clean this up?

I have 522,789 total and 108,789 available on my computer and it is giving me runtime and memory errors.
How do I clean this up? Should I? Should I defragment?
I have norton antivirus and no security issues are detected.