What is the best way to see the Canary Islands?

The best way to explore each island is probably by car. The islands of Gran Canaria, Fuerteventura, La Gomera, El Hierro, Lanzarote, Tenerife and La Palma have airports and ports with plenty of transport connections.

What is the best period to visit the Canary Islands?