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dvanhorn / memo-dyn.txt
Created August 24, 2012 17:53
Memoization vs dynamic programming
Memoization is fundamentally a top-down computation and dynamic
programming is fundamentally bottom-up. In memoization, we observe
that a computational *tree* can actually be represented as a
computational *DAG* (the single most underrated data structure in
computer science); we then use a black-box to turn the tree into a
DAG. But it allows the top-down description of the problem to remain
unchanged.
In dynamic programming, we make the same observation, but construct
the DAG from the bottom-up. That means we have to rewrite the