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

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name:	Beyond the Worst-Case Analysis of Algorithms - (BookRAR)
说明: Description 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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类别:	Books
语言:	English
总大小:	12.67 MB
哈希信息:	C7AE91C12564B8B730E7AA114D54D076A7F7A405
增加:	bookrar
加入的日期:	2021-07-01 18:40:17
洪流地位:	Torrent Verified

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Beyond the Worst-Case Analysis of Algorithms/Beyond the Worst-Case Analysis of Algorithms.pdf	12.67 MB
Beyond the Worst-Case Analysis of Algorithms/BookRAR.net.txt	71.00 B
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