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Beyond the Worst-Case Analysis of Algorithms - (BookRAR)

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名前:Beyond the Worst-Case Analysis of Algorithms - (BookRAR)
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There are no silver bullets in algorithm design, and no single algorithmic idea is powerful and flexible enough to solve every computational problem. Nor are there silver bullets in algorithm analysis, as the most enlightening method for analyzing an algorithm often depends on the problem and the application. However, typical algorithms courses rely almost entirely on a single analysis framework, that of worst-case analysis, wherein an algorithm is assessed by its worst performance on any input of a given size. The purpose of this book is to popularize several alternatives to worst-case analysis and their most notable algorithmic applications, from clustering to linear programming to neural network training. Forty leading researchers have contributed introductions to different facets of this field, emphasizing the most important models and results, many of which can be taught in lectures to beginning graduate students in theoretical computer science and machine learning.

Book Details

   Language: English
   Published: 2021
   ISBN: 1108494315
   Format: True PDF
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カテゴリ:Books
言語:English  English
合計サイズ:12.67 MB
情報のハッシュ:C7AE91C12564B8B730E7AA114D54D076A7F7A405
を追加することによって:bookrar Verified UploaderBook Worm
追加日:2021-07-01 18:40:17
トレントステータス:Torrent Verified


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