Design and Analysis of Approximation Algorithms (Springer Optimization and Its Applications, Vol. 62)
暫譯: 近似演算法的設計與分析(Springer優化及其應用,第62卷)

Ding-Zhu Du, Ker-I Ko, Xiaodong Hu

  • 出版商: Springer
  • 出版日期: 2011-11-17
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 440
  • 裝訂: Hardcover
  • ISBN: 1461417007
  • ISBN-13: 9781461417002
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

商品描述

This book is intended to be used as a textbook for graduate students studying theoretical computer science. It can also be used as a reference book for researchers in the area of design and analysis of approximation algorithms. Design and Analysis of Approximation Algorithms is a graduate course in theoretical computer science taught widely in the universities, both in the United States and abroad. There are, however, very few textbooks available for this course. Among those available in the market, most books follow a problem-oriented format; that is, they collected many important combinatorial optimization problems and their approximation algorithms, and organized them based on the types, or applications, of problems, such as geometric-type problems, algebraic-type problems, etc. Such arrangement of materials is perhaps convenient for a researcher to look for the problems and algorithms related to his/her work, but is difficult for a student to capture the ideas underlying the various algorithms. In the new book proposed here, we follow a more structured, technique-oriented presentation. We organize approximation algorithms into different chapters, based on the design techniques for the algorithms, so that the reader can study approximation algorithms of the same nature together. It helps the reader to better understand the design and analysis techniques for approximation algorithms, and also helps the teacher to present the ideas and techniques of approximation algorithms in a more unified way.

商品描述(中文翻譯)

本書旨在作為研究理論計算機科學的研究生教材。它也可以作為設計與分析近似演算法領域研究人員的參考書。近似演算法的設計與分析是一門在美國及國外大學廣泛教授的理論計算機科學研究生課程。然而,市場上可用的教材非常少。在這些可用的書籍中,大多數書籍採用以問題為導向的格式;也就是說,它們收集了許多重要的組合優化問題及其近似演算法,並根據問題的類型或應用進行組織,例如幾何型問題、代數型問題等。這種材料的安排對於研究人員尋找與其工作相關的問題和演算法或許是方便的,但對於學生來說,卻難以掌握各種演算法背後的思想。在此提出的新書中,我們採用更具結構性、以技術為導向的呈現方式。我們根據演算法的設計技術將近似演算法組織成不同的章節,這樣讀者可以一起學習相同性質的近似演算法。這有助於讀者更好地理解近似演算法的設計與分析技術,也幫助教師以更統一的方式呈現近似演算法的思想和技術。

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