What are the differences between a predictive and adaptive approach in problem-solving and decision-making?

In problem-solving and decision-making, a predictive approach involves using existing data and patterns to forecast outcomes, while an adaptive approach involves adjusting strategies based on real-time feedback and changing circumstances.