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

A Guide to Algorithm Design Paradigms, Methods, and Complexity Analysis
Books from same Author: Anne Benoit
Books from same Publisher: T and F CRC

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Description

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.

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General Information
Author(s)Anne Benoit
PublisherT and F CRC
ISBN9781439825648
Pages380
BindingHardcover
LanguageEnglish
Publish YearJanuary 2013
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