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      • [PDF] Heuristic Search: Theory and Applications Free Download by Stefan Edelkamp , Stefan Schroedl | Publisher : Morgan Kaufmann | Category : Computers & Internet | Tags : Search, Processing, Game, Algorithms, Dictionary, Biology | ISBN-10 : 0123725127 | ISBN-13 : 9780123725127
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      • Heuristic Search: Theory and Applications by Stefan Edelkamp , Stefan Schroedl, Publisher : Morgan Kaufmann
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      • 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.

        *Provides real-world success stories and case studies for heuristic search algorithms *Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units

        Table of Contents

        Part I: Heuristic Search Primer
        Chapter 1. Introduction
        Chapter 2. Basic Search Algorithms
        Chapter 3. *Dictionary Data Structures
        Chapter 4. Automatically Created Heuristics

        Part II: Heuristic Search Under Memory Constraints
        Chapter 5. Linear-Space Search
        Chapter 6. Memory-Restricted Search
        Chapter 7. Symbolic Search
        Chapter 8. External Search

        Part III: Heuristic Search Under Time Constraints
        Chapter 9. Distributed Search
        Chapter 10. State Space Pruning
        Chapter 11. Real-Time Search

        Part IV: Heuristic Search Variants
        Chapter 12. Adversary Search
        Chapter 13. Constraint Search
        Chapter 14. Selective Search

        Part V: Heuristic Search Applications
        Chapter 15. Action Planning
        Chapter 16. Automated System Verification
        Chapter 17. Vehicle Navigation
        Chapter 18. Computational Biology
        Chapter 19. Robotics

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    • Book Details
      • Book Name : Heuristic Search: Theory and Applications

        Edition : 1

        Author : Stefan Edelkamp , Stefan Schroedl

        Publisher : Morgan Kaufmann

        Category : Computers & Internet

        ISBN-10 : 0123725127

        ISBN-13 : 9780123725127

        ASIN : 0123725127

        Pages : 712

        Language : English

        Publish Date : July 15, 2011
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