Multiobjective Heuristic Search

Written By Pallab Dasgupta
Multiobjective Heuristic Search
  • Publsiher : Springer Science & Business Media
  • Release : 11 November 2013
  • ISBN : 3322868532
  • Pages : 134 pages
  • Rating : /5 from reviews
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Download or read book entitled Multiobjective Heuristic Search by author: Pallab Dasgupta which was release on 11 November 2013 and published by Springer Science & Business Media with total page 134 pages . This book available in PDF, EPUB and Kindle Format. 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 spaces of multiobjective problems since they inherently assume a single scalar objective function. Multiobjective heuristic search techniques have been developed to specifically address multicriteria combinatorial optimization problems. This text describes the multiobjective search model and develops the theoretical foundations of the subject, including complexity results . The fundamental algorithms for three major problem formulation schemes, namely state-space formulations, problem-reduction formulations, and game-tree formulations are developed with the support of illustrative examples. Applications of multiobjective search techniques to synthesis problems in VLSI, and operations research are considered. This text provides a complete picture on contemporary research on multiobjective search, most of which is the contribution of the authors.

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 : 3322868532
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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 ...

Heuristic Search

Heuristic Search
  • Author : Stefan Edelkamp,Stefan Schroedl
  • Publisher : Elsevier
  • Release Date : 2011-05-31
  • Total pages : 712
  • ISBN : 3322868532
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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 Under Uncertainty

Heuristic Search Under Uncertainty
  • Author : Douglas Mayfield
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 64
  • ISBN : 3322868532
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Summary : Read online Heuristic Search Under Uncertainty written by Douglas Mayfield, published by which was released on 1993. Download full Heuristic Search Under Uncertainty Books now! Available in PDF, ePub and Kindle....

Stochastically Admissible Heuristic Search

Stochastically Admissible Heuristic Search
  • Author : Tak Ying Auyeung
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 240
  • ISBN : 3322868532
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Summary : Read online Stochastically Admissible Heuristic Search written by Tak Ying Auyeung, published by which was released on 1995. Download full Stochastically Admissible Heuristic Search 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
  • Publisher : Unknown
  • Release Date : 1976
  • Total pages : 352
  • ISBN : 3322868532
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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 ...

Issues in Theoretical and Practical Complexity for Heuristic Search Algorithms

Issues in Theoretical and Practical Complexity for Heuristic Search Algorithms
  • Author : Daniel Ratner
  • Publisher : Unknown
  • Release Date : 1986
  • Total pages : 224
  • ISBN : 3322868532
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Summary : Read online Issues in Theoretical and Practical Complexity for Heuristic Search Algorithms written by Daniel Ratner, published by which was released on 1986. Download full Issues in Theoretical and Practical Complexity for Heuristic Search Algorithms Books now! Available in PDF, ePub and Kindle....

Heuristic Search

Heuristic Search
  • Author : Saïd Salhi
  • Publisher : Springer
  • Release Date : 2017-02-18
  • Total pages : 213
  • ISBN : 3322868532
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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 ...

Bi directional and Heuristic Search in Path Problems

Bi directional and Heuristic Search in Path Problems
  • Author : Ira Pohl
  • Publisher : Unknown
  • Release Date : 1969
  • Total pages : 157
  • ISBN : 3322868532
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Summary : Read online Bi directional and Heuristic Search in Path Problems written by Ira Pohl, published by which was released on 1969. Download full 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 : 3322868532
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Summary : Read online Heuristic Search and Its Transit Applications written by Ching-Fang Liaw, published by which was released on 1994. Download full Heuristic Search and Its Transit Applications Books now! Available in PDF, ePub and Kindle....

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 : 3322868532
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Summary : 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. Download full An Expert System for Cell Edge Detection Using a Heuristic Search Method Books now! Available in PDF, ePub and Kindle....

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 : 3322868532
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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 ...

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 : 3322868532
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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 ...

Bidirectional Heuristic Search

Bidirectional Heuristic Search
  • Author : George Politowski
  • Publisher : Unknown
  • Release Date : 1984
  • Total pages : 142
  • ISBN : 3322868532
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Summary : Read online Bidirectional Heuristic Search written by George Politowski, published by which was released on 1984. Download full Bidirectional Heuristic Search Books now! Available in PDF, ePub and Kindle....

Heuristic Graph Search Techniques Applied to the Extraction of Corneal Endothelial Cell Boundaries

Heuristic Graph Search Techniques Applied to the Extraction of Corneal Endothelial Cell Boundaries
  • Author : Richard Alan Duray Carano
  • Publisher : Unknown
  • Release Date : 1985
  • Total pages : 198
  • ISBN : 3322868532
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Summary : Read online Heuristic Graph Search Techniques Applied to the Extraction of Corneal Endothelial Cell Boundaries written by Richard Alan Duray Carano, published by which was released on 1985. Download full Heuristic Graph Search Techniques Applied to the Extraction of Corneal Endothelial Cell Boundaries Books now! Available in PDF, ePub and Kindle....

Control Science and Technology for the Progress of Society

Control Science and Technology for the Progress of Society
  • Author : International Federation of Automatic Control. World Congress
  • Publisher : Pergamon
  • Release Date : 1982
  • Total pages : 3800
  • ISBN : 3322868532
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Summary : Provides a link between the theory & applications of automatic control, emphasizing the latest developments & practical applications. Of interest to control & industrial engineers, operations researchers, & systems scientists....