Pay-Per-Click Advertising or Search Engine Optimization?

I'm often asked about the best method of getting quality visitors to a website; is it Pay-Per-Click Advertising or Search Engine Optimization? Without taking into consideration many other techniques that generate high-quality visitors for a website, let me address the PPC vs. SEO question.