What are the limitations of graph theory?
Graph theory is powerful, but it has limitations like computational complexity and inability to model certain real-world scenarios.
Can you give examples of scenarios where graph theory falls short?
Sure! Graph theory struggles with dynamic systems, continuous data, and complex relationships that aren't easily represented as graphs.
How does graph theory handle large datasets?
Graph theory can become inefficient with large datasets due to exponential growth in complexity, making computations slow.
Are there alternatives to graph theory for complex problems?
Yes, alternatives like network theory, fuzzy logic, and machine learning can sometimes provide better solutions for complex problems.
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