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I remember learning an amazing randomized algorithm for max cut. If you pick edges at random 50/50 to be cut, you get a 2-approximation to the optimal solution. That is it's no more than twice as bad.

Really not bad for "just guess".



The first approximation algorithm, invented by Erdős. The best known by Goemans and Williamson achieves about 0.868 (IIRC) approximation, and is a thing of beauty as well.


A rare example of a constant-factor approximation algorithm with a constant that's... actually useful in practice.




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