Computers and Intractability: A Guide to the Theory of NP-Completeness
暫譯: 計算機與難解性:NP 完全性理論指南

Michael R. Garey, David S. Johnson

  • 出版商: W.H. Freeman and Com
  • 出版日期: 1979-01-15
  • 售價: $6,340
  • 貴賓價: 9.5$6,023
  • 語言: 英文
  • 頁數: 340
  • 裝訂: Paperback
  • ISBN: 0716710455
  • ISBN-13: 9780716710455
  • 海外代購書籍(需單獨結帳)

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商品描述

This book's introduction features a humorous story of a man with a line of people behind him, who explains to his boss, "I can't find an efficient algorithm, but neither can all these famous people." This man illustrates an important quality of a class of problems, namely, the NP-complete problems: if you can prove that a problem is in this class, then it has no known polynomial-time solution that is guaranteed to work in general. This quality implies that the problem is difficult to deal with in practice.

The focus of this book is to teach the reader how to identify, deal with, and understand the essence of NP-complete problems; Computers and Intractability does all of those things effectively. In a readable yet mathematically rigorous manner, the book covers topics such as how to prove that a given problem is NP-complete and how to cope with NP-complete problems. (There is even a chapter on advanced topics, with numerous references.) Computers and Intractability also contains a list of more than 300 problems--most of which are known to be NP-complete--with comments and references.

商品描述(中文翻譯)

本書的介紹中有一個幽默的故事,講述一位身後排著一長串人的男子,他向他的老闆解釋道:「我找不到一個有效的演算法,但這些著名的人物也找不到。」這位男子說明了一類問題的重要特性,即 NP-complete 問題:如果你能證明一個問題屬於這個類別,那麼它就沒有已知的多項式時間解法可以在一般情況下保證有效。這一特性意味著該問題在實際處理中是困難的。

本書的重點是教導讀者如何識別、處理和理解 NP-complete 問題的本質;《Computers and Intractability》有效地涵蓋了這些內容。以可讀性強但數學上嚴謹的方式,書中討論了如何證明給定問題是 NP-complete 以及如何應對 NP-complete 問題等主題。(書中甚至有一章專門討論進階主題,並附有大量參考文獻。)《Computers and Intractability》還包含了一份超過 300 個問題的清單,其中大多數已知為 NP-complete,並附有評論和參考資料。

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