A much better solution approach can be derived by thinking about what conditions must hold for a maximum-sum sub-array: the first item on either end that is not included (if any) must be negative and the last item on either end that is included must be non-negative. You don't need to consider any other end points for the sub-array except where these changes occur in the original data.