It is entirely possible to do exactly what you suggest, BUT please note that it will take about 4 hours of driving to get from Jerusalem to the Rabin Terminal near Eilat! And the fastest, easiest way to go is Route 1 from Jerusalem to the Dead Sea and then on Route 90 South, past the Dead Sea and straight...