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I agree. I think we will see an explosion of techniques that exploit prior knowledge about the set of problem instances typically encountered in real life. The
by blt 9y ago
I agree. I think we will see an explosion of techniques that exploit prior knowledge about the set of problem instances typically encountered in real life. The prior may come from analysis by hand or be learned from data.
We will need to move away from worst-case analyses. Randomized analyses will use more expectations over nontrivial probability distributions instead of uniform distributions over the entire problem space.