Algorithmics For Hard Problems

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Algorithmics For Hard Problems

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Author : Juraj Hromkovič
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14

Algorithmics For Hard Problems written by Juraj Hromkovič and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Computers categories.

Algorithmic design, especially for hard problems, is more essential for success in solving them than any standard improvement of current computer technologies. Because of this, the design of algorithms for solving hard problems is the core of current algorithmic research from the theoretical point of view as weIl as from the practical point of view. There are many general textbooks on algorithmics, and several specialized books devoted to particular approaches such as local search, randomization, approximation algorithms, or heuristics. But there is no textbook that focuses on the design of algorithms for hard computing tasks, and that systematically explains, combines, and compares the main possibilities for attacking hard algorithmic problems. As this topic is fundamental for computer science, this book tries to elose this gap. Another motivation, and probably the main reason for writing this book, is connected to education. The considered area has developed very dynamically in recent years and the research on this topic discovered several profound re sults, new concepts, and new methods. Some of the achieved contributions are so fundamental that one can speak about paradigms which should be ineluded in the education of every computer science student. Unfortunately, this is very far from reality. This is because these paradigms are not sufficiently known in the computer science community, and so they are insufficiently communicated to students and practitioners.

Algorithmics For Hard Problems

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Author : Juraj Hromkovič
language : en
Publisher: Springer
Release Date : 2001-05-22

Algorithmics For Hard Problems written by Juraj Hromkovič and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-05-22 with Business & Economics categories.

An introduction to the methods of designing algorithms for hard computing tasks, concentrating mainly on approximate, randomized, and heuristic algorithms, and on the theoretical and experimental comparison of these approaches according to the requirements of the practice. This is the first book to systematically explain and compare all the main possibilities of attacking hard computing problems. It also closes the gap between theory and practice by providing at once a graduate textbook and a handbook for practitioners dealing with hard computing problems.

Algorithmics For Hard Problems

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Author :
language : en
Publisher:
Release Date : 2003

Algorithmics For Hard Problems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computational complexity categories.

Approximation Algorithms For Np Hard Problems

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Author : Dorit S. Hochbaum
language : en
Publisher: Course Technology
Release Date : 1997

Approximation Algorithms For Np Hard Problems written by Dorit S. Hochbaum and has been published by Course Technology this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.

This is the first book to fully address the study of approximation algorithms as a tool for coping with intractable problems. With chapters contributed by leading researchers in the field, this book introduces unifying techniques in the analysis of approximation algorithms. APPROXIMATION ALGORITHMS FOR NP-HARD PROBLEMS is intended for computer scientists and operations researchers interested in specific algorithm implementations, as well as design tools for algorithms. Among the techniques discussed: the use of linear programming, primal-dual techniques in worst-case analysis, semidefinite programming, computational geometry techniques, randomized algorithms, average-case analysis, probabilistically checkable proofs and inapproximability, and the Markov Chain Monte Carlo method. The text includes a variety of pedagogical features: definitions, exercises, open problems, glossary of problems, index, and notes on how best to use the book.

Neural Network Fundamentals With Graphs Algorithms And Applications

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Author : Nirmal K. Bose
language : en
Publisher: McGraw-Hill Companies
Release Date : 1996

Neural Network Fundamentals With Graphs Algorithms And Applications written by Nirmal K. Bose and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Computers categories.

Empirical Approach To The Complexity Of Hard Problems

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Author : Eugene Nudelman
language : en
Publisher:
Release Date : 2005

Empirical Approach To The Complexity Of Hard Problems written by Eugene Nudelman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.

Algorithms For Some Design Automation Problems

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Author : James P. Cohoon
language : en
Publisher:
Release Date : 1985

Algorithms For Some Design Automation Problems written by James P. Cohoon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Mathematics categories.

Linear Time Algorithms For Np Complete Problems Restricted To Partial K Trees

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Author : Petra Scheffler
language : en
Publisher:
Release Date : 1987

Linear Time Algorithms For Np Complete Problems Restricted To Partial K Trees written by Petra Scheffler and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Algorithms categories.

Algorithms And Computation

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Author :
language : en
Publisher:
Release Date : 2005

Algorithms And Computation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computer algorithms categories.

Algorithms For Clustering Problems

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Author : Moses Samson Charikar
language : en
Publisher:
Release Date : 2000

Algorithms For Clustering Problems written by Moses Samson Charikar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.