The general rule is that if the word is one syllable you add -er, if it's two syllables you can add -er or use more, if three syllables or more you can only use more. This is for the comparative, but the same rules apply for the superlative -est or most.
There are some exceptions. For example in the U.S. it was taught for a long time that adjectives