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 ...

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 ...

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 ...

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 ...

Artificial Intelligence

Artificial Intelligence
  • Author : Ela Kumar
  • Publisher : I. K. International Pvt Ltd
  • Release Date : 2008-09-20
  • Total pages : 480
  • ISBN : 9780080919737
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Summary : AI is an emerging discipline of computer science. It deals with the concepts and methodologies required for computer to perform an intelligent activity. The spectrum of computer science is very wide and it enables the computer to handle almost every activity, which human beings could. It deals with defining the ...

Artificial Intelligence Programming

Artificial Intelligence Programming
  • Author : Eugene Charniak,Christopher K. Riesbeck,Drew V. McDermott,James R. Meehan
  • Publisher : Psychology Press
  • Release Date : 1987
  • Total pages : 533
  • ISBN : 9780080919737
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Summary : Artificial intelligence research has thrived in the years since this best-selling AI classic was first published. The revision encompasses these advances by adapting its coding to Common Lisp, the well-documented language standard, and by bringing together even more useful programming tools. Today's programmers in AI will find this volume's superior ...

Principles of Artificial Intelligence

Principles of Artificial Intelligence
  • Author : Nils J. Nilsson
  • Publisher : Springer Science & Business Media
  • Release Date : 1982-05-01
  • Total pages : 476
  • ISBN : 9780080919737
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Summary : Previous treatments of Artificial Intelligence (AI) divide the subject into its major areas of application, namely, natural language processing, automatic programming, robotics, machine vision, automatic theorem proving, intelligent data retrieval systems, etc. The major difficulty with this approach is that these application areas are now so extensive, that each could, ...

The MIT Encyclopedia of the Cognitive Sciences MITECS

The MIT Encyclopedia of the Cognitive Sciences  MITECS
  • Author : Robert A. Wilson,Frank C. Keil
  • Publisher : MIT Press
  • Release Date : 2001-09-04
  • Total pages : 1096
  • ISBN : 9780080919737
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Summary : Since the 1970s the cognitive sciences have offered multidisciplinary ways of understanding the mind and cognition. The MIT Encyclopedia of the Cognitive Sciences (MITECS) is a landmark, comprehensive reference work that represents the methodological and theoretical diversity of this changing field. At the core of the encyclopedia are 471 concise entries, ...

Logic Programming 85

Logic Programming  85
  • Author : Eiiti Wada
  • Publisher : Springer Science & Business Media
  • Release Date : 1986-05
  • Total pages : 311
  • ISBN : 9780080919737
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Summary : Download or read online Logic Programming 85 written by Eiiti Wada, published by Springer Science & Business Media which was released on 1986-05. Get Logic Programming 85 Books now! Available in PDF, ePub and Kindle....

Search and Optimization by Metaheuristics

Search and Optimization by Metaheuristics
  • Author : Ke-Lin Du,M. N. S. Swamy
  • Publisher : Birkhäuser
  • Release Date : 2016-07-20
  • Total pages : 434
  • ISBN : 9780080919737
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Summary : This textbook provides a comprehensive introduction to nature-inspired metaheuristic methods for search and optimization, including the latest trends in evolutionary algorithms and other forms of natural computing. Over 100 different types of these methods are discussed in detail. The authors emphasize non-standard optimization problems and utilize a natural approach to the ...

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 ...

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....

Metaheuristics

Metaheuristics
  • Author : Mauricio G.C. Resende,J. Pinho de Sousa
  • Publisher : Springer Science & Business Media
  • Release Date : 2003-11-30
  • Total pages : 719
  • ISBN : 9780080919737
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Summary : Combinatorial optimization is the process of finding the best, or optimal, so lution for problems with a discrete set of feasible solutions. Applications arise in numerous settings involving operations management and logistics, such as routing, scheduling, packing, inventory and production management, lo cation, logic, and assignment of resources. The economic ...

Computational Intelligence for Decision Support

Computational Intelligence for Decision Support
  • Author : Zhengxin Chen
  • Publisher : CRC Press
  • Release Date : 1999-11-24
  • Total pages : 400
  • ISBN : 9780080919737
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Summary : Intelligent decision support relies on techniques from a variety of disciplines, including artificial intelligence and database management systems. Most of the existing literature neglects the relationship between these disciplines. By integrating AI and DBMS, Computational Intelligence for Decision Support produces what other texts don't: an explanation of how to use ...

Cognitive Computing for Human Robot Interaction

Cognitive Computing for Human Robot Interaction
  • Author : Mamta Mittal,Rajiv Ratn Shah,Sudipta Roy
  • Publisher : Academic Press
  • Release Date : 2021-08-13
  • Total pages : 418
  • ISBN : 9780080919737
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Summary : Cognitive Computing for Human-Robot Interaction: Principles and Practices explores the efforts that should ultimately enable society to take advantage of the often-heralded potential of robots to provide economical and sustainable computing applications. This book discusses each of these applications, presents working implementations, and combines coherent and original deliberative architecture for ...