Tractability
eBook - PDF

Tractability

Practical Approaches to Hard Problems

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Tractability

Practical Approaches to Hard Problems

About this book

Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic. As a reference on a core problem in computer science, this book will appeal to theoreticians and practitioners alike.

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Table of contents

  1. Cover
  2. Tractability
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Contributors
  7. Introduction
  8. Part 1: Graphical Structure
  9. Part 2: Language Restrictions
  10. Part 3: Algorithms and their Analysis
  11. Part 4: Tractability in Some Specific Areas
  12. Part 5: Heuristics

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Yes, you can access Tractability by Lucas Bordeaux,Youssef Hamadi,Pushmeet Kohli in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.