Heuristic Search
  • Author : Stefan Edelkamp
  • Release Date : 31 May 2011
  • Publisher : Elsevier
  • Genre : Computers
  • Pages : 712
  • ISBN 13 : 0080919731

Heuristic Search Book 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 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
Genre : Computers
Total View : 2171 Views
File Size : 41,5 Mb
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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 ...

Multiobjective Heuristic Search

Multiobjective Heuristic Search

Author : Pallab Dasgupta,P. P. Chakrabarti,S. C. DeSarkar
Publisher : Springer Science & Business Media
Genre : Computers
Total View : 134 Views
File Size : 50,8 Mb
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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 ...

Heuristic Search

Heuristic Search

Author : Saïd Salhi
Publisher : Springer
Genre : Computers
Total View : 8994 Views
File Size : 51,5 Mb
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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 ...

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
Genre : Business & Economics
Total View : 8473 Views
File Size : 46,8 Mb
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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 ...

Search in Artificial Intelligence

Search in Artificial Intelligence

Author : Leveen Kanal,Vipin Kumar
Publisher : Springer Science & Business Media
Genre : Computers
Total View : 8564 Views
File Size : 52,5 Mb
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Search is an important component of problem solving in artificial intelligence (AI) and, more generally, in computer science, engineering and operations research. Combinatorial optimization, decision analysis, game playing, learning, planning, pattern recognition, robotics and theorem proving are some of the areas in which search algbrithms playa key role. Less than ...

Data Mining  A Heuristic Approach

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Author : Abbass, Hussein A.,Sarker, Ruhul,Newton, Charles S.
Publisher : IGI Global
Genre : Computers
Total View : 8092 Views
File Size : 45,7 Mb
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Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recent years for solving such problems. Inspired by nature, ...

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Publisher : Cambridge University Press
Genre : Computers
Total View : 4210 Views
File Size : 53,6 Mb
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Artificial Intelligence presents a practical guide to AI, including agents, machine learning and problem-solving simple and complex domains....

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
Genre : Business & Economics
Total View : 5301 Views
File Size : 49,7 Mb
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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 ...