Who decides when cops open fire?

The LAPD has shot and killed 2 innocent people in the past several weeks during police activity. The tragedies have prompted apologies from the Chief of Police and possible legal action. They have also spurred a broader conversation around when police officers should use their weapons, especially when there are a lot of people around.