Composite: A decorator can be viewed as a degenerate composite with only one component. However, a decorator adds additional responsibilities---it isn't intended for object aggregation.
Strategy: A decorator lets you change the skin of an object; a strategy lets you change the guts. These are two alternative ways of changing an object.