Steve is wrong. Well, he's right in the sense that there is of course three times the luminosity by definition, but Paul is a lot closer. It is not at all linear. In fact, we perceive almost nothing linearly:
Brightness, luminosity, intensity, power, energy, power density, luminous efficacy, luminous efficiency, luminous flux, all mean something technically different believe it or not. Be careful what word you're using.