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A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis

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by Anne Benoit & Yves Robert & Fr?d?ric Vivien
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A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis by Anne Benoit & Yves Robert & Fr?d?ric Vivien

Presenting a complementary perspective to standard books on algorithms, A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis provides a roadmap for readers to determine the difficulty of an algorithmic problem by finding an optimal solution or proving complexity results. It gives a practical treatment of algorithmic complexity and guides readers in solving algorithmic problems. Divided into three parts, the book offers a comprehensive set of problems with solutions as well as in-depth case studies that demonstrate how to assess the complexity of a new problem. Part I helps readers understand the main design principles and design efficient algorithms. Part II covers polynomial reductions from NP-complete problems and approaches that go beyond NP-completeness. Part III supplies readers with tools and techniques to evaluate problem complexity, including how to determine which instances are polynomial and which are NP-hard. Drawing on the authors' classroom-tested material, this text takes readers step by step through the concepts and methods for analyzing algorithmic complexity. Through many problems and detailed examples, readers can investigate polynomial-time algorithms and NP-completeness and beyond.

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Ebook Details
Pages: 380
Size: 3.4 MB
Publisher: CRC Press
Date published:   2013
ISBN: 9781439898130 (DRM-PDF)

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This product is listed in the following categories:

Nonfiction > Computers
Nonfiction > Mathematics
Nonfiction > Computers > Programming > Algorithms

These authors have products in the following categories:

Nonfiction > Mathematics
Nonfiction > Computers
Nonfiction > Mathematics > Arithmetic
Nonfiction > Mathematics > Number Systems
Nonfiction > Computers > Programming > Algorithms

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