The way the game handles it is that multipliers do not stack, period, each affects the base only. Thus convert a doubling to +100%, a tripling to +200% and a .5 to +50%.
A doubling (+100%) and two halves (2x +50%) = 100% + 50% + 50% = +200%. It's tripled.