In a large, heavy-bottomed pot, combine the chopped rhubarb, sugar, chopped orange (with or without peel), crushed pineapple, and chopped strawberries if using. If your mixture seems too dry or you're worried about the sugar scorching, add up to 1/2 cup of water to help dissolve the sugar.