How can I debug my branch and bound algorithm?
Debugging a branch and bound algorithm involves checking the branching logic, bounds calculations, and ensuring that the pruning conditions are correctly implemented.
What specific tools can I use for debugging?
You can use debugging tools like GDB for C/C++, or built-in debuggers in IDEs like PyCharm for Python. Logging can also help.
How do I identify the source of inefficiency in my algorithm?
Profile your algorithm to find bottlenecks. Look for excessive branching or poor bound calculations that lead to unnecessary computations.
Can you give me an example of a common mistake?
A common mistake is not updating the bounds correctly after each branch, which can lead to suboptimal pruning and increased runtime.
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