Parameterized Algorithms

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Parameterized Algorithms

Marek Cygan,Fedor V. Fomin,Łukasz Kowalik,Daniel Lokshtanov,Dániel Marx,Marcin Pilipczuk,Michał Pilipczuk,Saket Saurabh
Parameterized Algorithms Book PDF

Author : Marek Cygan,Fedor V. Fomin,Łukasz Kowalik,Daniel Lokshtanov,Dániel Marx,Marcin Pilipczuk,Michał Pilipczuk,Saket Saurabh
Publisher : Springer
Page : 613 pages
File Size : 52,7 Mb
Release : 2015-07-20
Category : Computers
ISBN : 9783319212753

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Parameterized Algorithms by Marek Cygan,Fedor V. Fomin,Łukasz Kowalik,Daniel Lokshtanov,Dániel Marx,Marcin Pilipczuk,Michał Pilipczuk,Saket Saurabh Pdf

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

Rolf Niedermeier
Invitation to Fixed Parameter Algorithms Book PDF

Author : Rolf Niedermeier
Publisher : OUP Oxford
Page : 316 pages
File Size : 53,6 Mb
Release : 2006-02-02
Category : Mathematics
ISBN : 9780191524158

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Invitation to Fixed-Parameter Algorithms by Rolf Niedermeier Pdf

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.

Parameterized Complexity

Rodney G. Downey,M.R. Fellows
Parameterized Complexity Book PDF

Author : Rodney G. Downey,M.R. Fellows
Publisher : Springer Science & Business Media
Page : 538 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461205159

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Parameterized Complexity by Rodney G. Downey,M.R. Fellows Pdf

An approach to complexity theory which offers a means of analysing algorithms in terms of their tractability. The authors consider the problem in terms of parameterized languages and taking "k-slices" of the language, thus introducing readers to new classes of algorithms which may be analysed more precisely than was the case until now. The book is as self-contained as possible and includes a great deal of background material. As a result, computer scientists, mathematicians, and graduate students interested in the design and analysis of algorithms will find much of interest.

Parameterized Complexity Theory

J. Flum,M. Grohe
Parameterized Complexity Theory Book PDF

Author : J. Flum,M. Grohe
Publisher : Springer Science & Business Media
Page : 494 pages
File Size : 46,5 Mb
Release : 2006-05-01
Category : Computers
ISBN : 9783540299530

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Parameterized Complexity Theory by J. Flum,M. Grohe Pdf

This book is a state-of-the-art introduction into both algorithmic techniques for fixed-parameter tractability and the structural theory of parameterized complexity classes. It presents detailed proofs of recent advanced results that have not appeared in book form before and replaces the earlier publication "Parameterized Complexity" by Downey and Fellows as the definitive book on this subject. The book will interest computer scientists, mathematicians and graduate students engaged with algorithms and problem complexity.

Parameter Setting in Evolutionary Algorithms

F.J. Lobo,Cláudio F. Lima,Zbigniew Michalewicz
Parameter Setting in Evolutionary Algorithms Book PDF

Author : F.J. Lobo,Cláudio F. Lima,Zbigniew Michalewicz
Publisher : Springer
Page : 318 pages
File Size : 46,5 Mb
Release : 2007-04-03
Category : Technology & Engineering
ISBN : 9783540694328

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Parameter Setting in Evolutionary Algorithms by F.J. Lobo,Cláudio F. Lima,Zbigniew Michalewicz Pdf

One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, selection rate, operator probabilities, not to mention the representation and the operators themselves. This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications. It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods.

Kernelization

Fedor V. Fomin,Daniel Lokshtanov,Saket Saurabh,Meirav Zehavi
Kernelization Book PDF

Author : Fedor V. Fomin,Daniel Lokshtanov,Saket Saurabh,Meirav Zehavi
Publisher : Cambridge University Press
Page : 531 pages
File Size : 46,9 Mb
Release : 2019-01-10
Category : Computers
ISBN : 9781107057760

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Kernelization by Fedor V. Fomin,Daniel Lokshtanov,Saket Saurabh,Meirav Zehavi Pdf

A complete introduction to recent advances in preprocessing analysis, or kernelization, with extensive examples using a single data set.

Beyond the Worst-Case Analysis of Algorithms

Tim Roughgarden
Beyond the Worst Case Analysis of Algorithms Book PDF

Author : Tim Roughgarden
Publisher : Cambridge University Press
Page : 705 pages
File Size : 51,5 Mb
Release : 2021-01-14
Category : Computers
ISBN : 9781108494311

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Beyond the Worst-Case Analysis of Algorithms by Tim Roughgarden Pdf

Introduces exciting new methods for assessing algorithms for problems ranging from clustering to linear programming to neural networks.

Algorithmic Aspects in Information and Management

Zhao Zhang,Wei Li,Ding-Zhu Du
Algorithmic Aspects in Information and Management Book PDF

Author : Zhao Zhang,Wei Li,Ding-Zhu Du
Publisher : Springer Nature
Page : 652 pages
File Size : 41,7 Mb
Release : 2020-08-09
Category : Computers
ISBN : 9783030576028

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Algorithmic Aspects in Information and Management by Zhao Zhang,Wei Li,Ding-Zhu Du Pdf

This volume constitutes the proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020, held in Jinhua, China in August 2020. The 39 full papers and 17 short papers presented were carefully reviewed and selected from 76 submissions. The papers deal with emerging important algorithmic problems with a focus on the fundamental background, theoretical technology development, and real-world applications associated with information and management analysis, modeling and data mining. Special considerations are given to algorithmic research that was motivated by real-world applications.

Algorithms and Computation

Prosenjit Bose,Pat Morin
Algorithms and Computation Book PDF

Author : Prosenjit Bose,Pat Morin
Publisher : Springer Science & Business Media
Page : 668 pages
File Size : 50,8 Mb
Release : 2002-11-08
Category : Mathematics
ISBN : 9783540001423

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Algorithms and Computation by Prosenjit Bose,Pat Morin Pdf

This book constitutes the refereed proceedings of the 13th Annual International Symposium on Algorithms and Computation, ISAAC 2002, held in Vancouver, BC, Canada in November 2002. The 54 revised full papers presented together with 3 invited contributions were carefully reviewed and selected from close to 160 submissions. The papers cover all relevant topics in algorithmics and computation, in particular computational geometry, algorithms and data structures, approximation algorithms, randomized algorithms, graph drawing and graph algorithms, combinatorial optimization, computational biology, computational finance, cryptography, and parallel and distributedd algorithms.

Algorithms and Discrete Applied Mathematics

Sumit Ganguly,Ramesh Krishnamurti
Algorithms and Discrete Applied Mathematics Book PDF

Author : Sumit Ganguly,Ramesh Krishnamurti
Publisher : Springer
Page : 300 pages
File Size : 44,5 Mb
Release : 2015-01-28
Category : Computers
ISBN : 9783319149745

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Algorithms and Discrete Applied Mathematics by Sumit Ganguly,Ramesh Krishnamurti Pdf

This book collects the refereed proceedings of the First International Conference onon Algorithms and Discrete Applied Mathematics, CALDAM 2015, held in Kanpur, India, in February 2015. The volume contains 26 full revised papers from 58 submissions along with 2 invited talks presented at the conference. The workshop covered a diverse range of topics on algorithms and discrete mathematics, including computational geometry, algorithms including approximation algorithms, graph theory and computational complexity.

Algorithms and Discrete Applied Mathematics

Niranjan Balachandran,R. Inkulu
Algorithms and Discrete Applied Mathematics Book PDF

Author : Niranjan Balachandran,R. Inkulu
Publisher : Springer Nature
Page : 326 pages
File Size : 55,7 Mb
Release : 2022-01-24
Category : Computers
ISBN : 9783030950187

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Algorithms and Discrete Applied Mathematics by Niranjan Balachandran,R. Inkulu Pdf

This book constitutes the proceedings of the 8th International Conference on Algorithms and Discrete Applied Mathematics, CALDAM 2022, which was held in Puducherry, India, during February 10-12, 2022. The 24 papers presented in this volume were carefully reviewed and selected from 80 submissions. The papers were organized in topical sections named: graph theory, graph algorithms, computational geometry, algorithms and optimization.

Algorithms and Complexity

Tiziana Calamoneri,Irene Finocchi,Guiseppe F. Italiano
Algorithms and Complexity Book PDF

Author : Tiziana Calamoneri,Irene Finocchi,Guiseppe F. Italiano
Publisher : Springer
Page : 396 pages
File Size : 44,5 Mb
Release : 2006-06-03
Category : Computers
ISBN : 9783540343783

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Algorithms and Complexity by Tiziana Calamoneri,Irene Finocchi,Guiseppe F. Italiano Pdf

Here are the refereed proceedings of the 6th Italian Conference on Algorithms and Computation, CIAC 2006. The 33 revised full papers presented together with 3 invited papers address such topics as sequential, parallel and distributed algorithms, data structures, approximation algorithms, randomized algorithms, on-line algorithms, graph algorithms, analysis of algorithms, algorithm engineering, algorithmic game theory, computational biology, computational complexity, communication networks, computational geometry, cryptography, discrete optimization, graph drawing, mathematical programming, and quantum algorithms.

Handbook of Graph Theory, Combinatorial Optimization, and Algorithms

Krishnaiyan "KT" Thulasiraman,Subramanian Arumugam,Andreas Brandstädt,Takao Nishizeki
Handbook of Graph Theory Combinatorial Optimization and Algorithms Book PDF

Author : Krishnaiyan "KT" Thulasiraman,Subramanian Arumugam,Andreas Brandstädt,Takao Nishizeki
Publisher : CRC Press
Page : 1217 pages
File Size : 53,9 Mb
Release : 2016-01-05
Category : Computers
ISBN : 9781420011074

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Handbook of Graph Theory, Combinatorial Optimization, and Algorithms by Krishnaiyan "KT" Thulasiraman,Subramanian Arumugam,Andreas Brandstädt,Takao Nishizeki Pdf

The fusion between graph theory and combinatorial optimization has led to theoretically profound and practically useful algorithms, yet there is no book that currently covers both areas together. Handbook of Graph Theory, Combinatorial Optimization, and Algorithms is the first to present a unified, comprehensive treatment of both graph theory and c

Algorithms for Big Data

Hannah Bast,Claudius Korzen,Ulrich Meyer,Manuel Penschuck
Algorithms for Big Data Book PDF

Author : Hannah Bast,Claudius Korzen,Ulrich Meyer,Manuel Penschuck
Publisher : Springer Nature
Page : 296 pages
File Size : 48,8 Mb
Release : 2022
Category : Algorithms
ISBN : 9783031215346

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Algorithms for Big Data by Hannah Bast,Claudius Korzen,Ulrich Meyer,Manuel Penschuck Pdf

This open access book surveys the progress in addressing selected challenges related to the growth of big data in combination with increasingly complicated hardware. It emerged from a research program established by the German Research Foundation (DFG) as priority program SPP 1736 on Algorithmics for Big Data where researchers from theoretical computer science worked together with application experts in order to tackle problems in domains such as networking, genomics research, and information retrieval. Such domains are unthinkable without substantial hardware and software support, and these systems acquire, process, exchange, and store data at an exponential rate. The chapters of this volume summarize the results of projects realized within the program and survey-related work. This is an open access book.

Algorithms and Complexity

Paul G. Spirakis,Maria Serna
Algorithms and Complexity Book PDF

Author : Paul G. Spirakis,Maria Serna
Publisher : Springer
Page : 384 pages
File Size : 55,5 Mb
Release : 2013-05-15
Category : Computers
ISBN : 9783642382338

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Algorithms and Complexity by Paul G. Spirakis,Maria Serna Pdf

This book constitutes the refereed conference proceedings of the 8th International Conference on Algorithms and Complexity, CIAC 2013, held in Barcelona, Spain, during May 22-24, 2013. The 31 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers present current research in all aspects of computational complexity and the use, design, analysis and experimentation of efficient algorithms and data structures.