Which type of economic system would be able to most quickly address a natural disaster or other major social problem?

A command economy could probably solve it faster.

This is because the government runs the economy in a command system and not the market. The government could in such a case focus all its resources on solving the crisis unlike the free market economy where people dealing with economy might be disinterested since it wouldn't affect their businesses or anything similar.