Lower bounds for external algebraic decision trees

SODA(2005)

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摘要
We propose a natural extension of algebraic decision trees to the external-memory setting, where the cost of disk operations overwhelms CPU time, and prove a tight lower bound of Ω(n logm n) on the complexity of both sorting and element uniqueness in this model of computation. We also prove a Ω(min{n logm n, N}) lower bound for both problems in a less restrictive model, which requires only that the worst-case internal-memory computation time is finite. Standard reductions immediately generalize these lower bounds to a large number of fundamental computational geometry problems.
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关键词
algebraic decision tree,element uniqueness,fundamental computational geometry problem,external-memory setting,disk operation,cpu time,worst-case internal-memory computation time,n logm n,external algebraic decision tree,lower bound,restrictive model,computational geometry,decision tree,greedy algorithm,model of computation,external memory
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