Stabilizer comments on Useful Concepts Repository - Less Wrong

32 Post author: Qiaochu_Yuan 10 June 2013 06:12AM

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Comment author: Vaniver 11 June 2013 12:51:21AM 2 points [-]

There are lots of metaheuristic optimization methods; simulated annealing is the easiest one to explain and implement, but consequently it's also the dumbest of them.

Comment author: Houshalter 16 July 2013 07:06:02AM 0 points [-]

What are the best ones?

Comment author: Vaniver 16 July 2013 03:15:39PM 0 points [-]

I'm personally a fan of tabu search, which prevents cycling and getting stuck in local optima by remembering features of previously seen solutions, and not visiting any solution with those features for some set length of time. "Best" depends on the particular problem, though; there are situations when the easy implementation of simulated annealing makes it a superior solution to a cleverer but longer implementation of something else.