I've asked the question "what is the fundamental equation to find the speed of a rocket." That's what I am having problems with because there are more than one. How do I know which one is the preferred equation used?
The preferred equation is the one that suits what you are doing.
I would go with the impulse equation:
Force*time=mass*changeinvelocity