Staying edgy when you’re already out on the edge as the “caped crusader” is pretty tough. Here’s a chart of Batman’s attempts at “relevance” or “contextualisation.” Who says you shouldn’t change your logo with the times… (other than Superman).
Here’s a video identifying when and what versions led to the changes.
Via FlowingData.