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Tractability : (Record no. 229327)

000 -LEADER
fixed length control field 02250nam a22003498a 4500
001 - CONTROL NUMBER
control field CR9781139177801
003 - CONTROL NUMBER IDENTIFIER
control field UkCbUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20171022143246.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 111101s2014||||enk s ||1 0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781139177801 (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781107025196 (hardback)
040 ## - CATALOGING SOURCE
Original cataloging agency UkCbUP
Transcribing agency UkCbUP
Description conventions rda
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.A43
Item number .T733 2014
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number n/a
Edition number n/a
245 00 - TITLE STATEMENT
Title Tractability :
Remainder of title Practical Approaches to Hard Problems /
Statement of responsibility, etc. Edited by Lucas Bordeaux, Youssef Hamadi, Pushmeet Kohli.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cambridge :
Name of producer, publisher, distributor, manufacturer Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2014.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (396 pages) :
Other physical details digital, PDF file(s).
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
500 ## - GENERAL NOTE
General note Title from publisher's bibliographic system (viewed on 09 Oct 2015).
520 ## - SUMMARY, ETC.
Summary, etc. Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic. As a reference on a core problem in computer science, this book will appeal to theoreticians and practitioners alike.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer algorithms
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational complexity
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bordeaux, Lucas,
Relator term editor of compilation.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hamadi, Youssef,
Relator term editor of compilation.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kohli, Pushmeet,
Relator term editor of compilation.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
International Standard Book Number 9781107025196
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1017/CBO9781139177801

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