Heuristic Search

Written By Stefan Edelkamp
Heuristic Search
  • Publsiher : Elsevier
  • Release : 31 May 2011
  • ISBN : 9780080919737
  • Pages : 712 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Heuristic Search written by Stefan Edelkamp which was release on 31 May 2011, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Heuristic Search

Heuristic Search
  • Author : Stefan Edelkamp,Stefan Schroedl
  • Publisher : Elsevier
  • Release Date : 2011-05-31
  • Total pages : 712
  • ISBN : 9780080919737
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Summary : 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 ...

Multiobjective Heuristic Search

Multiobjective Heuristic Search
  • Author : Pallab Dasgupta,P. P. Chakrabarti,S. C. DeSarkar
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-11-11
  • Total pages : 134
  • ISBN : 9780080919737
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Summary : Solutions to most real-world optimization problems involve a trade-off between multiple conflicting and non-commensurate objectives. Some of the most challenging ones are area-delay trade-off in VLSI synthesis and design space exploration, time-space trade-off in computation, and multi-strategy games. Conventional search techniques are not equipped to handle the partial order state ...

Modern Heuristic Search Methods

Modern Heuristic Search Methods
  • Author : V. J. Rayward-Smith,I. H. Osman,C. R. Reeves,G. D. Smith
  • Publisher : John Wiley & Sons
  • Release Date : 1996-12-23
  • Total pages : 294
  • ISBN : 9780080919737
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Summary : Including contributions from leading experts in the field, this book covers applications and developments of heuristic search methods for solving complex optimization problems. The book covers various local search strategies including genetic algorithms, simulated annealing, tabu search and hybrids thereof. These methods have proved extraordinarily successful by solving some of ...

Heuristics

Heuristics
  • Author : Judea Pearl
  • Publisher : Addison-Wesley
  • Release Date : 1984
  • Total pages : 382
  • ISBN : 9780080919737
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Summary : Problem-solving strartegies and the nature of Heuristic informatio n.Heuristics and problem representations. Basic Heuristic-Search procedures. Formal properties of Heuristic methods. Heuristics viewed as information provided by simplified models. Performance analysis of Heuristic methods. Abstract models for quantitative performace analysis. Complexity versus precision of admissible Heuristics. Searching with nonadmissible Heuristics. ...

Advances in Computational and Stochastic Optimization Logic Programming and Heuristic Search

Advances in Computational and Stochastic Optimization  Logic Programming  and Heuristic Search
  • Author : David L. Woodruff
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-14
  • Total pages : 312
  • ISBN : 9780080919737
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Summary : Computer Science and Operations Research continue to have a synergistic relationship and this book - as a part of the Operations Research and Computer Science Interface Series - sits squarely in the center of the confluence of these two technical research communities. The research presented in the volume is evidence ...

Heuristic Search

Heuristic Search
  • Author : Saïd Salhi
  • Publisher : Springer
  • Release Date : 2017-02-18
  • Total pages : 213
  • ISBN : 9780080919737
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Summary : This book aims to provide a general overview of heuristic search, to present the basic steps of the most popular heuristics, and to stress their hidden difficulties as well as their opportunities. It provides a comprehensive understanding of Heuristic search, the applications of which are now widely used in a ...

Stochastically Admissible Heuristic Search

Stochastically Admissible Heuristic Search
  • Author : Tak Ying Auyeung
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 240
  • ISBN : 9780080919737
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Summary : Download or read online Stochastically Admissible Heuristic Search written by Tak Ying Auyeung, published by which was released on 1995. Get Stochastically Admissible Heuristic Search Books now! Available in PDF, ePub and Kindle....

Heuristic Search Under Uncertainty

Heuristic Search Under Uncertainty
  • Author : Douglas Mayfield
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 64
  • ISBN : 9780080919737
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Summary : Download or read online Heuristic Search Under Uncertainty written by Douglas Mayfield, published by which was released on 1993. Get Heuristic Search Under Uncertainty Books now! Available in PDF, ePub and Kindle....

Bi directional and Heuristic Search in Path Problems

Bi directional and Heuristic Search in Path Problems
  • Author : Ira Pohl,Stanford University. Computer Science Department
  • Publisher : Unknown
  • Release Date : 1969
  • Total pages : 157
  • ISBN : 9780080919737
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Summary : Download or read online Bi directional and Heuristic Search in Path Problems written by Ira Pohl,Stanford University. Computer Science Department, published by which was released on 1969. Get Bi directional and Heuristic Search in Path Problems Books now! Available in PDF, ePub and Kindle....

Heuristic Search and Its Transit Applications

Heuristic Search and Its Transit Applications
  • Author : Ching-Fang Liaw
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 9780080919737
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Summary : Download or read online Heuristic Search and Its Transit Applications written by Ching-Fang Liaw, published by which was released on 1994. Get Heuristic Search and Its Transit Applications Books now! Available in PDF, ePub and Kindle....

Am an Artificial Intelligence Approach to Discovery in Mathematics as Heuristic Search

Am  an Artificial Intelligence Approach to Discovery in Mathematics as Heuristic Search
  • Author : Douglas B. Lenat,Stanford University. Computer Science Department
  • Publisher : Unknown
  • Release Date : 1976
  • Total pages : 352
  • ISBN : 9780080919737
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Summary : A program called 'AM', is described which models one aspect of elementary mathematics research: developing new concepts under the guidance of a large body of heuristic rules. 'Mathematics' is considered as a type of intelligent behavior, not as a finished product. The local heuristics communicate via an agenda mechanism, a ...

An Expert System for Cell Edge Detection Using a Heuristic Search Method

An Expert System for Cell Edge Detection Using a Heuristic Search Method
  • Author : Loling Song
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 298
  • ISBN : 9780080919737
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Summary : Download or read online An Expert System for Cell Edge Detection Using a Heuristic Search Method written by Loling Song, published by which was released on 1989. Get An Expert System for Cell Edge Detection Using a Heuristic Search Method Books now! Available in PDF, ePub and Kindle....

Speeding Up the Convergence of Online Heuristic Search and Scaling Up Offline Heuristic Search

Speeding Up the Convergence of Online Heuristic Search and Scaling Up Offline Heuristic Search
  • Author : David Andre Furcy
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 9780080919737
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Summary : The most popular methods for solving the shortest-path problem in Artificial Intelligence are heuristic search algorithms. The main contributions of this research are new heuristic search algorithms that are either faster or scale up to larger problems than existing algorithms. Our contributions apply to both online and offline tasks. For ...

Heuristic Search

Heuristic Search
  • Author : Saïd Salhi
  • Publisher : Palgrave Macmillan
  • Release Date : 2018-07-25
  • Total pages : 213
  • ISBN : 9780080919737
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Summary : This book aims to provide a general overview of heuristic search, to present the basic steps of the most popular heuristics, and to stress their hidden difficulties as well as their opportunities. It provides a comprehensive understanding of Heuristic search, the applications of which are now widely used in a ...

A Theory of Heuristic Information in Game Tree Search

A Theory of Heuristic Information in Game Tree Search
  • Author : Chun-Hung Tzeng
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 107
  • ISBN : 9780080919737
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Summary : Searching is an important process in most AI systems, especially in those AI production systems consisting of a global database, a set of production rules, and a control system. Because of the intractability of uninformed search procedures, the use of heuristic information is necessary in most searching processes of AI ...