why don't you use ObjectAnimators?
You can create an animator for a particular target(or obtain the view one through animate() if you're running on a version greater-equal API level 12) and then translate, resize, fade,... your object.
If for some particular reasons the first animation is cancelled, you can call cancel and then the view will persist the current status. Then, if you create another animator based on the current values you should be able to easily perform another animation.