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Noisy Information and Computational Complexity

Leszek Plaskota




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 | #11241674 in Books |  2012-03-29 | Original language:English | PDF # 1 |  9.02 x.71 x5.98l,1.04 | File type: PDF | 322 pages

|| |"The monograph is well organized and carefully written. It serves as an excellent reference book for branch of computational complexity. It is relevant also to statisticians and to applied mathematicians who analyze algorithms for problems for problems with

This book deals with the computational complexity of mathematical problems for which available information is partial, noisy and priced. The author develops a general theory of computational complexity of continuous problems with noisy information and gives a number of applications; he considers deterministic as well as stochastic noise. He also presents optimal algorithms, optimal information, and complexity bounds in different settings: worst case, average case, mixed ...

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