Handbook of Approximation Algorithms and Metaheuristics

Methologies and Traditional Applications, Volume 1

Nonfiction, Computers, Advanced Computing, Engineering, Computer Engineering, Entertainment & Games, Game Programming - Graphics, Science & Nature, Mathematics
Cover of the book Handbook of Approximation Algorithms and Metaheuristics by , CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781351236409
Publisher: CRC Press Publication: May 15, 2018
Imprint: Chapman and Hall/CRC Language: English
Author:
ISBN: 9781351236409
Publisher: CRC Press
Publication: May 15, 2018
Imprint: Chapman and Hall/CRC
Language: English

Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the various applications of approximation algorithms and metaheuristics.

Volume 1 of this two-volume set deals primarily with methodologies and traditional applications. It includes restriction, relaxation, local ratio, approximation schemes, randomization, tabu search, evolutionary computation, local search, neural networks, and other metaheuristics. It also explores multi-objective optimization, reoptimization, sensitivity analysis, and stability. Traditional applications covered include: bin packing, multi-dimensional packing, Steiner trees, traveling salesperson, scheduling, and related problems.

Volume 2 focuses on the contemporary and emerging applications of methodologies to problems in combinatorial optimization, computational geometry and graphs problems, as well as in large-scale and emerging application areas. It includes approximation algorithms and heuristics for clustering, networks (sensor and wireless), communication, bioinformatics search, streams, virtual communities, and more.

About the Editor

Teofilo F. Gonzalez is a professor emeritus of computer science at the University of California, Santa Barbara. He completed his Ph.D. in 1975 from the University of Minnesota. He taught at the University of Oklahoma, the Pennsylvania State University, and the University of Texas at Dallas, before joining the UCSB computer science faculty in 1984. He spent sabbatical leaves at the Monterrey Institute of Technology and Higher Education and Utrecht University. He is known for his highly cited pioneering research in the hardness of approximation; for his sublinear and best possible approximation algorithm for k-tMM clustering; for introducing the open-shop scheduling problem as well as algorithms for its solution that have found applications in numerous research areas; as well as for his research on problems in the areas of job scheduling, graph algorithms, computational geometry, message communication, wire routing, etc.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the various applications of approximation algorithms and metaheuristics.

Volume 1 of this two-volume set deals primarily with methodologies and traditional applications. It includes restriction, relaxation, local ratio, approximation schemes, randomization, tabu search, evolutionary computation, local search, neural networks, and other metaheuristics. It also explores multi-objective optimization, reoptimization, sensitivity analysis, and stability. Traditional applications covered include: bin packing, multi-dimensional packing, Steiner trees, traveling salesperson, scheduling, and related problems.

Volume 2 focuses on the contemporary and emerging applications of methodologies to problems in combinatorial optimization, computational geometry and graphs problems, as well as in large-scale and emerging application areas. It includes approximation algorithms and heuristics for clustering, networks (sensor and wireless), communication, bioinformatics search, streams, virtual communities, and more.

About the Editor

Teofilo F. Gonzalez is a professor emeritus of computer science at the University of California, Santa Barbara. He completed his Ph.D. in 1975 from the University of Minnesota. He taught at the University of Oklahoma, the Pennsylvania State University, and the University of Texas at Dallas, before joining the UCSB computer science faculty in 1984. He spent sabbatical leaves at the Monterrey Institute of Technology and Higher Education and Utrecht University. He is known for his highly cited pioneering research in the hardness of approximation; for his sublinear and best possible approximation algorithm for k-tMM clustering; for introducing the open-shop scheduling problem as well as algorithms for its solution that have found applications in numerous research areas; as well as for his research on problems in the areas of job scheduling, graph algorithms, computational geometry, message communication, wire routing, etc.

More books from CRC Press

Cover of the book From Business Strategy to Information Technology Roadmap by
Cover of the book Respiratory Diseases of the Horse by
Cover of the book Non-Imaging Microwave and Millimetre-Wave Sensors for Concealed Object Detection by
Cover of the book Mathematical Theory of Optimal Processes by
Cover of the book Spheroid Culture in Cancer Research (1991) by
Cover of the book Conjugate Gradient Type Methods for Ill-Posed Problems by
Cover of the book Reliability 91 by
Cover of the book Scottish Building Standards in Brief by
Cover of the book Computer Methods in Structural Analysis by
Cover of the book Sympton Relief in Palliative Care by
Cover of the book Adaptive Signal Processing in Wireless Communications by
Cover of the book Laser Modeling by
Cover of the book Enterprise Cloud Computing for Non-Engineers by
Cover of the book Biological Application of Anti-Idiotypes by
Cover of the book Sensors for Diagnostics and Monitoring by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy