Modern Heuristic Search Methods
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Modern Heuristic Search Methods
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Author : V. J. Rayward-Smith
language : en
Publisher: John Wiley & Sons
Release Date : 1996-12-23
Modern Heuristic Search Methods written by V. J. Rayward-Smith and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-12-23 with Computers categories.
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 the most difficult, real-world problems. At the interface between Artificial Intelligence and Operational Research, research in this exciting area is progressing apace spurred on by the needs of industry and commerce. The introductory chapter provides a clear overview of the basic techniques and useful pointers to further reading and to current research. The second section of the book covers some of the most recent and exciting developments of the basic techniques, with suggestions not only for extending and improving these but also for hybridizing and incorporating automatic adaption. The third section contains a number of case studies, surveys and comparative studies which span a wide range of application areas ranging from the classic Steiner tree problem to more practical problems arising in telecommunications and data analysis. The coverage of the latest research and the illustrative case studies will ensure that the book is invaluable for researchers and professionals with an interest in heuristic search methods.
Modern Heuristic Techniques For Combinatorial Problems
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Author : C. R. Reeves
language : en
Publisher: John Wiley & Sons
Release Date : 1993-05-11
Modern Heuristic Techniques For Combinatorial Problems written by C. R. Reeves and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-05-11 with Mathematics categories.
Experienced researchers describe the latest types of heuristic procedures. Artificial networks, simulated annealing, Tabu search, Lagrangean relaxation, genetic algorithms and evaluation of heuristics are among the subjects discussed.
Search Methods For Artificial Intelligence
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Author : Leonard Bolc
language : en
Publisher:
Release Date : 1992
Search Methods For Artificial Intelligence written by Leonard Bolc and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
This book contains a description of modern search methods that are in use mainly in the field of computer science, though with special stress on artificial intelligence, and go so far as to discuss practical application.
Metaheuristics In Combinatorial Optimization
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Author : Gilbert Laporte
language : en
Publisher:
Release Date : 1996
Metaheuristics In Combinatorial Optimization written by Gilbert Laporte and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Algorithms categories.
Proceedings Of The Genetic And Evolutionary Computation Conference
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Author :
language : en
Publisher:
Release Date : 2001
Proceedings Of The Genetic And Evolutionary Computation Conference written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Evolutionary computation categories.
Heuristics And Optimization For Knowledge Discovery
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Author : Charles Sinclair Newton
language : en
Publisher: IGI Global
Release Date : 2002
Heuristics And Optimization For Knowledge Discovery written by Charles Sinclair Newton and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
Focusing on searching, optimization, statistics, data mining, neural networks, and applications, 15 chapters by scholars and practitioners from around the world cover topics like feature selection, cost-sensitive classification, heuristic search-based stacking, and search engine design.
Proceedings Of The International Ieee Conference On Tools For Artificial Intelligence
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Author :
language : en
Publisher:
Release Date : 2001
Proceedings Of The International Ieee Conference On Tools For Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Algorithms categories.
Modern Heuristic Optimization Techniques
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Author : Kwang Y. Lee
language : en
Publisher: John Wiley & Sons
Release Date : 2008-02-08
Modern Heuristic Optimization Techniques written by Kwang Y. Lee and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-08 with Technology & Engineering categories.
This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.
Location Analysis Isolde Ix
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Author : Horst A. Eiselt
language : en
Publisher:
Release Date : 2005
Location Analysis Isolde Ix written by Horst A. Eiselt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Industrial location categories.
Evolutionary Algorithms In Engineering And Computer Science
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Author : K. Miettinen
language : en
Publisher: John Wiley & Sons
Release Date : 1999-07-09
Evolutionary Algorithms In Engineering And Computer Science written by K. Miettinen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-07-09 with Computers categories.
Evolutionary Algorithms in Engineering and Computer Science Edited by K. Miettinen, University of Jyväskylä, Finland M. M. Mäkelä, University of Jyväskylä, Finland P. Neittaanmäki, University of Jyväskylä, Finland J. Périaux, Dassault Aviation, France What is Evolutionary Computing? Based on the genetic message encoded in DNA, and digitalized algorithms inspired by the Darwinian framework of evolution by natural selection, Evolutionary Computing is one of the most important information technologies of our times. Evolutionary algorithms encompass all adaptive and computational models of natural evolutionary systems - genetic algorithms, evolution strategies, evolutionary programming and genetic programming. In addition, they work well in the search for global solutions to optimization problems, allowing the production of optimization software that is robust and easy to implement. Furthermore, these algorithms can easily be hybridized with traditional optimization techniques. This book presents state-of-the-art lectures delivered by international academic and industrial experts in the field of evolutionary computing. It bridges artificial intelligence and scientific computing with a particular emphasis on real-life problems encountered in application-oriented sectors, such as aerospace, electronics, telecommunications, energy and economics. This rapidly growing field, with its deep understanding and assesssment of complex problems in current practice, provides an effective, modern engineering tool. This book will therefore be of significant interest and value to all postgraduates, research scientists and practitioners facing complex optimization problems.