Write a Python implementation of the A* (A-Star) search algorithm optimized for a dynamic graph where edge weights change periodically. Your solution should include a mechanism to reuse previous search results (using techniques like D* or LPA* concepts) to avoid recalculating the entire path from scratch when a weight changes. Explain the time complexity improvements of your approach over standard A* in the description of your code.