Comment by hansvm

Yes? And stochastic methods are one way to approximate optimal NP solutions. In the context of register allocation, you'd be most likely to see that when modeling actual runtime optimality rather than minimizing spill or whatever. Mainstream compilers don't do that, but mainstream compilers don't incorporate many SOTA techniques.