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Algorithmics for Hard Problems

Introduction to Combinatorial Optimization, Randomization, Approximation, and Heuristics

  • Juraj Hromkovič

Table of contents

  1. Front Matter
    Pages I-XI
  2. Juraj Hromkovič
    Pages 1-9
  3. Juraj Hromkovič
    Pages 11-142
  4. Juraj Hromkovič
    Pages 143-212
  5. Juraj Hromkovič
    Pages 213-305
  6. Juraj Hromkovič
    Pages 307-385
  7. Juraj Hromkovič
    Pages 387-415
  8. Juraj Hromkovič
    Pages 417-457
  9. Back Matter
    Pages 459-494

About this book

Introduction

This book is an introduction to the methods of designing algorithms for hard computing tasks. This area has developed very dynamically in the last years and is one of the kernels of current research in algorithm and complexity theory.
The book mainly concentrates on approximate, randomized and heuristic algorithms, and on the theoretical and experimental comparison of these approaches according to the requirements of the practice. There exist several monographs specializing in some of these methods, but no book systematically explains and compares all main possibilities of attacking hard computing problems. Since the topic is fundamental for the university study in computer science and essential for the transfer of formal methods to the practice, the aim of the book is to close this gap by providing at once a textbook for graduate students and a handbook for practitioners dealing with hard computing problems.

Keywords

Approximation Heuristics Randomized and Approximation Algorithms complexity complexity theory kernel

Authors and affiliations

  • Juraj Hromkovič
    • 1
  1. 1.Computer Science I, Algorithms and ComplexityRWTH AachenAachenGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-04616-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-04618-0
  • Online ISBN 978-3-662-04616-6
  • Series Print ISSN 1862-4499
  • Buy this book on publisher's site