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13844392 |
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CITU |
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20230217173113.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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050118s2005 njua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2005001251 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780471739371 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780471739388 (ebooks) |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Transcribing agency |
DLC |
| Modifying agency |
DLC |
| -- |
DLC |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng. |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
T57 |
| Item number |
.P37 2005 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.6 |
| Edition number |
22 |
| 245 00 - TITLE STATEMENT |
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| Title |
Parallel metaheuristics : |
| Remainder of title |
a new class of algorithms / |
| Statement of responsibility, etc |
edited by Enrique Alba. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hoboken, New Jersey : |
| Name of publisher, distributor, etc |
John Wiley & Sons, Inc., |
| Date of publication, distribution, etc |
2005. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource (565 pages). |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| Content type term |
text |
| Content type code |
txt |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| Media type term |
computer |
| Media type code |
c |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| Carrier type term |
online resource |
| Carrier type code |
cr |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
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| Title |
Wiley series on parallel and distributed computing |
| 500 ## - GENERAL NOTE |
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| General note |
ABOUT THE AUTHOR<br/>ENRIQUE ALBA, PhD, is a Professor of Computer Science at the University of Málaga, Spain. His research interests involve the design and application of evolutionary algorithms, neural networks, parallelism, and metaheuristic algorithms to solve problems in telecommunications, combinatorial optimization, and bioinformatics. Dr. Alba has published many papers in leading journals and international conferences, and has garnered international awards for his research. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - CONTENTS |
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| Formatted contents note |
Foreword.<br/>Preface<br/><br/>Contributors.<br/><br/>PART I: INTRODUCTION TO METAHEURISITICS AND PARALLELISM.<br/><br/>1. An Introduction to Metaheuristic Techniques (C. Blum, et al.).<br/><br/>2. Measuring the Performance of Parallel Metaheuristics (E. Alba & G. Luque).<br/><br/>3. New Technologies in Parallelism (E. Alba & A. Nebro).<br/><br/>4. Metaheuristics and Parallelism (E. Alba, et al.). <br/><br/>PART II: PARALLEL METAHEURISTIC MODELS.<br/><br/>5. Parallel Genetic Algorithms (G. Luque, et al.).<br/><br/>6. Parallel Genetic Programming (F. Fernández, et al.).<br/><br/>7. Parallel Evolution Strategies (G. Rudolph).<br/><br/>8. Parallel Ant Colony Algorithms (S. Janson, et al.).<br/><br/>9. Parallel Estimation of Distribution Algorithms (J. Madera, et al.).<br/><br/>10. Parallel Scatter Search (F. Garcia, et al.).<br/><br/>11. Parallel Variable Neighborhood Search (J. Moreno-Pérez, et al.).<br/><br/>12. Parallel Simulated Annealing (M. Aydin, V. Yigit).<br/><br/>13. Parallel Tabu Search (T. Crainic, et al.).<br/><br/>14. Parallel Greedy Randomized Adaptive Search Procedures (M. Resende & C. Ribeiro).<br/><br/>15. Parallel Hybrid Metaheuristics (C. Cotta, et al.). <br/><br/>16. Parallel MultiObjective Optimization (A. Nebro, et al.).<br/><br/>17. Parallel Heterogeneous Metaheuristics (F. Luna, et al.).<br/><br/>PART III: THEORY AND APPLICATIONS.<br/><br/>18. Theory of Parallel Genetic Algorithms (E. Cantú-Paz).<br/><br/>19. Parallel Metaheuristics Applications (T. Crainic & N. Hail).<br/><br/>20. Parallel Metaheuristics in Telecommunications (S. Nesmachnow, et al.).<br/><br/>21. Bioinformatics and Parallel Metaheuristics (O. Trelles, A. Rodriguez).<br/><br/>Index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Solving complex optimization problems with parallel metaheuristics<br/><br/>Parallel Metaheuristics brings together an international group of experts in parallelism and metaheuristics to provide a much-needed synthesis of these two fields. Readers discover how metaheuristic techniques can provide useful and practical solutions for a wide range of problems and application domains, with an emphasis on the fields of telecommunications and bioinformatics. This volume fills a long-existing gap, allowing researchers and practitioners to develop efficient metaheuristic algorithms to find solutions.<br/><br/>The book is divided into three parts:<br/>* Part One: Introduction to Metaheuristics and Parallelism, including an Introduction to Metaheuristic Techniques, Measuring the Performance of Parallel Metaheuristics, New Technologies in Parallelism, and a head-to-head discussion on Metaheuristics and Parallelism<br/>* Part Two: Parallel Metaheuristic Models, including Parallel Genetic Algorithms, Parallel Genetic Programming, Parallel Evolution Strategies, Parallel Ant Colony Algorithms, Parallel Estimation of Distribution Algorithms, Parallel Scatter Search, Parallel Variable Neighborhood Search, Parallel Simulated Annealing, Parallel Tabu Search, Parallel GRASP, Parallel Hybrid Metaheuristics, Parallel Multi-Objective Optimization, and Parallel Heterogeneous Metaheuristics<br/>* Part Three: Theory and Applications, including Theory of Parallel Genetic Algorithms, Parallel Metaheuristics Applications, Parallel Metaheuristics in Telecommunications, and a final chapter on Bioinformatics and Parallel Metaheuristics<br/><br/>Each self-contained chapter begins with clear overviews and introductions that bring the reader up to speed, describes basic techniques, and ends with a reference list for further study. Packed with numerous tables and figures to illustrate the complex theory and processes, this comprehensive volume also includes numerous practical real-world optimization problems and their solutions.<br/><br/>This is essential reading for students and researchers in computer science, mathematics, and engineering who deal with parallelism, metaheuristics, and optimization in general. |
| 526 ## - STUDY PROGRAM INFORMATION NOTE |
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| -- |
500-599 |
| -- |
519 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical optimization. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Parallel algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Metaheuristics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Operations research. |
| 655 #4 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Alba, Enrique. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Link text |
Full text available at Wiley Online Library Click here to view |
| Uniform Resource Identifier |
https://onlinelibrary.wiley.com/doi/book/10.1002/0471739383 |
| 942 ## - ADDED ENTRY ELEMENTS |
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| Source of classification or shelving scheme |
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| Item type |
EBOOK |