Tomatoes can potentially be grown in a closed system Aerogarden, as long as they are planted in the AeroGarden soil mix specifically designated for vegetative growth. Be sure to provide adequate water and fertilization. Tomatoes will fruit when they reach at least 6 inches in diameter.