Treewidth, Kernels, and Algorithms

Treewidth, Kernels, and Algorithms
Title Treewidth, Kernels, and Algorithms PDF eBook
Author Fedor V. Fomin
Publisher Springer Nature
Pages 350
Release 2020-04-20
Genre Computers
ISBN 303042071X

Download Treewidth, Kernels, and Algorithms Book in PDF, Epub and Kindle

This Festschrift was published in honor of Hans L. Bodlaender on the occasion of his 60th birthday. The 14 full and 5 short contributions included in this volume show the many transformative discoveries made by H.L. Bodlaender in the areas of graph algorithms, parameterized complexity, kernelization and combinatorial games. The papers are written by his former Ph.D. students and colleagues as well as by his former Ph.D. advisor, Jan van Leeuwen. Chapter “Crossing Paths with Hans Bodlaender: A Personal View on Cross-Composition for Sparsification Lower Bounds” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Kernelization

Kernelization
Title Kernelization PDF eBook
Author Fedor V. Fomin
Publisher Cambridge University Press
Pages 531
Release 2019-01-10
Genre Computers
ISBN 1108577334

Download Kernelization Book in PDF, Epub and Kindle

Preprocessing, or data reduction, is a standard technique for simplifying and speeding up computation. Written by a team of experts in the field, this book introduces a rapidly developing area of preprocessing analysis known as kernelization. The authors provide an overview of basic methods and important results, with accessible explanations of the most recent advances in the area, such as meta-kernelization, representative sets, polynomial lower bounds, and lossy kernelization. The text is divided into four parts, which cover the different theoretical aspects of the area: upper bounds, meta-theorems, lower bounds, and beyond kernelization. The methods are demonstrated through extensive examples using a single data set. Written to be self-contained, the book only requires a basic background in algorithmics and will be of use to professionals, researchers and graduate students in theoretical computer science, optimization, combinatorics, and related fields.

Parameterized Algorithms

Parameterized Algorithms
Title Parameterized Algorithms PDF eBook
Author Marek Cygan
Publisher Springer
Pages 618
Release 2015-07-20
Genre Computers
ISBN 3319212753

Download Parameterized Algorithms Book in PDF, Epub and Kindle

This comprehensive textbook presents a clean and coherent account of most fundamental tools and techniques in Parameterized Algorithms and is a self-contained guide to the area. The book covers many of the recent developments of the field, including application of important separators, branching based on linear programming, Cut & Count to obtain faster algorithms on tree decompositions, algorithms based on representative families of matroids, and use of the Strong Exponential Time Hypothesis. A number of older results are revisited and explained in a modern and didactic way. The book provides a toolbox of algorithmic techniques. Part I is an overview of basic techniques, each chapter discussing a certain algorithmic paradigm. The material covered in this part can be used for an introductory course on fixed-parameter tractability. Part II discusses more advanced and specialized algorithmic ideas, bringing the reader to the cutting edge of current research. Part III presents complexity results and lower bounds, giving negative evidence by way of W[1]-hardness, the Exponential Time Hypothesis, and kernelization lower bounds. All the results and concepts are introduced at a level accessible to graduate students and advanced undergraduate students. Every chapter is accompanied by exercises, many with hints, while the bibliographic notes point to original publications and related work.

Invitation to Fixed-Parameter Algorithms

Invitation to Fixed-Parameter Algorithms
Title Invitation to Fixed-Parameter Algorithms PDF eBook
Author Rolf Niedermeier
Publisher OUP Oxford
Pages 316
Release 2006-02-02
Genre Mathematics
ISBN 0191524158

Download Invitation to Fixed-Parameter Algorithms Book in PDF, Epub and Kindle

This research-level text is an application-oriented introduction to the growing and highly topical area of the development and analysis of efficient fixed-parameter algorithms for optimally solving computationally hard combinatorial problems. The book is divided into three parts: a broad introduction that provides the general philosophy and motivation; followed by coverage of algorithmic methods developed over the years in fixed-parameter algorithmics forming the core of the book; and a discussion of the essentials from parameterized hardness theory with a focus on W[1]-hardness which parallels NP-hardness, then stating some relations to polynomial-time approximation algorithms, and finishing up with a list of selected case studies to show the wide range of applicability of the presented methodology. Aimed at graduate and research mathematicians, programmers, algorithm designers, and computer scientists, the book introduces the basic techniques and results and provides a fresh view on this highly innovative field of algorithmic research.

Automata, Languages and Programming

Automata, Languages and Programming
Title Automata, Languages and Programming PDF eBook
Author Luca Aceto
Publisher Springer
Pages 919
Release 2008-07-06
Genre Computers
ISBN 3540705759

Download Automata, Languages and Programming Book in PDF, Epub and Kindle

The two-volume set LNCS 5125 and LNCS 5126 constitutes the refereed proceedings of the 35th International Colloquium on Automata, Languages and Programming, ICALP 2008, held in Reykjavik, Iceland, in July 2008. The 126 revised full papers presented together with 4 invited lectures were carefully reviewed and selected from a total of 407 submissions. The papers are grouped in three major tracks on algorithms, automata, complexity and games, on logic, semantics, and theory of programming, and on security and cryptography foundations. LNCS 5125 contains 70 contributions of track A selected from 269 submissions as well as 2 invited lectures. The papers are organized in topical sections on complexity: boolean functions and circuits, data structures, random walks and random structures, design and analysis of algorithms, scheduling, codes and coding, coloring, randomness in computation, online and dynamic algorithms, approximation algorithms, property testing, parameterized algorithms and complexity, graph algorithms, computational complexity, games and automata, group testing, streaming, and quantum, algorithmic game theory, and quantum computing.

Graph-Theoretic Concepts in Computer Science

Graph-Theoretic Concepts in Computer Science
Title Graph-Theoretic Concepts in Computer Science PDF eBook
Author Isolde Adler
Publisher Springer Nature
Pages 430
Release 2020-10-15
Genre Computers
ISBN 3030604403

Download Graph-Theoretic Concepts in Computer Science Book in PDF, Epub and Kindle

This book constitutes the revised papers of the 46th International Workshop on Graph-Theoretic Concepts in Computer Science, WG 2020, held in Leeds, UK, in June 2020. The workshop was held virtually due to the COVID-19 pandemic. The 32 full papers presented in this volume were carefully reviewed and selected from 94 submissions. They cover a wide range of areas, aiming to present emerging research results and to identify and explore directions of future research of concepts on graph theory and how they can be applied to various areas in computer science.

Automata, Languages, and Programming

Automata, Languages, and Programming
Title Automata, Languages, and Programming PDF eBook
Author Fedor V. Fomin
Publisher Springer
Pages 879
Release 2013-07-03
Genre Computers
ISBN 3642392067

Download Automata, Languages, and Programming Book in PDF, Epub and Kindle

This two-volume set of LNCS 7965 and LNCS 7966 constitutes the refereed proceedings of the 40th International Colloquium on Automata, Languages and Programming, ICALP 2013, held in Riga, Latvia, in July 2013. The total of 124 revised full papers presented were carefully reviewed and selected from 422 submissions. They are organized in three tracks focussing on algorithms, complexity and games; logic, semantics, automata and theory of programming; and foundations of networked computation.