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Heuristic Search: Theory and Applications
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Heuristic Search: Theory and Applications Hardcover - 2011 - 1st Edition

by Stefan Edelkamp; Stefan Schroedl

The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed.


From the publisher

Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed.

Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us.

Details

  • Title Heuristic Search: Theory and Applications
  • Author Stefan Edelkamp; Stefan Schroedl
  • Binding Hardcover
  • Edition number 1st
  • Edition 1
  • Pages 712
  • Volumes 1
  • Language ENG
  • Publisher Morgan Kaufmann Publishers
  • Date 2011-06-20
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780123725127 / 0123725127
  • Weight 3.6 lbs (1.63 kg)
  • Dimensions 9.5 x 7.7 x 1.9 in (24.13 x 19.56 x 4.83 cm)
  • Library of Congress subjects Heuristic algorithms
  • Library of Congress Catalog Number 2011005844
  • Dewey Decimal Code 005.11

Media reviews

Citations

  • Reference and Research Bk News, 10/01/2011, Page 213
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Heuristic Search: Theory and Applications

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