Elves are bound to the earth and they do age albeit very slowly. As they age their spirits become dominant over their physical bodies until they become beings of spirit only (this explains in the created mythology why we don't see even a few elves around today..
). This is referred to as the fading of the elves - this process was held back in Rivendell and Lorien by the power of the Elven rings.