Perennials live for years and propagate readily -- a boon for lazy gardeners. Once you"ve found perennials that thrive in the heat and dryness of a Mediterranean climate and the soil and light conditions in your garden plot, carefully edge their new home. Your perennials will perform and look better if you don"t have to spend their entire lives beating back lawn grass and weeds.