5. Use more strict heuristics to re-run the search, so that a smaller number of routes will be generated. For example, increase the threshold of similarity-based or yield-based scores to reduce the number of qualified reactions and routes. This method is recommended when search ends up with too many routes (e.g., over 10,000). Routes with high propitious values are less "popular" but worthy for further study due to their significant reliability.