Analysis Of Experimental Algorithms
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Analysis Of Experimental Algorithms
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Author : Ilias Kotsireas
language : en
Publisher: Springer Nature
Release Date : 2019-11-14
Analysis Of Experimental Algorithms written by Ilias Kotsireas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-14 with Computers categories.
This book constitutes the refereed post-conference proceedings of the Special Event on the Analysis of Experimental Algorithms, SEA2 2019, held in Kalamata, Greece, in June 2019. The 35 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers cover a wide range of topics in both computer science and operations research/mathematical programming. They focus on the role of experimentation and engineering techniques in the design and evaluation of algorithms, data structures, and computational optimization methods.
Experimental Methods For The Analysis Of Optimization Algorithms
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Author : Thomas Bartz-Beielstein
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-11-02
Experimental Methods For The Analysis Of Optimization Algorithms written by Thomas Bartz-Beielstein 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 2010-11-02 with Computers categories.
In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods. This book consists of methodological contributions on different scenarios of experimental analysis. The first part overviews the main issues in the experimental analysis of algorithms, and discusses the experimental cycle of algorithm development; the second part treats the characterization by means of statistical distributions of algorithm performance in terms of solution quality, runtime and other measures; and the third part collects advanced methods from experimental design for configuring and tuning algorithms on a specific class of instances with the goal of using the least amount of experimentation. The contributor list includes leading scientists in algorithm design, statistical design, optimization and heuristics, and most chapters provide theoretical background and are enriched with case studies. This book is written for researchers and practitioners in operations research and computer science who wish to improve the experimental assessment of optimization algorithms and, consequently, their design.
Experimental Algorithmics
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Author : Rudolf Fleischer
language : en
Publisher: Springer
Release Date : 2003-07-01
Experimental Algorithmics written by Rudolf Fleischer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-01 with Computers categories.
Experimental algorithmics, as its name indicates, combines algorithmic work and experimentation: algorithms are not just designed, but also implemented and tested on a variety of instances. Perhaps the most important lesson in this process is that designing an algorithm is but the first step in the process of developing robust and efficient software for applications. Based on a seminar held at Dagstuhl Castle, Germany in September 2000, this state-of-the-art survey presents a coherent survey of the work done in the area so far. The 11 carefully reviewed chapters provide complete coverage of all current topics in experimental algorithmics.
Experimental Algorithms
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Author : Panos M. Pardalos
language : en
Publisher: Springer
Release Date : 2011-04-21
Experimental Algorithms written by Panos M. Pardalos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-21 with Computers categories.
This volume constitutes the refereed proceedings of the 10th International Symposium on Experimental Algorithms, SEA 2011, held in Kolimpari, Chania, Crete, Greece, in May 2011. The 36 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 83 submissions and present current research in the area of design, analysis, and experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications.
Experimental Algorithms
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Author : Camil Demetrescu
language : en
Publisher: Springer
Release Date : 2007-06-27
Experimental Algorithms written by Camil Demetrescu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-27 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Workshop on Experimental and Efficient Algorithms, WEA 2007, held in Rome, Italy, in June 2007. The 30 revised full papers presented together with three invited talks cover the design, analysis, implementation, experimental evaluation, and engineering of efficient algorithms.
Experimental Algorithms
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Author : Ralf Klasing
language : en
Publisher: Springer
Release Date : 2012-05-28
Experimental Algorithms written by Ralf Klasing and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-28 with Computers categories.
This book constitutes the refereed proceedings of the 11th International Symposium on Experimental Algorithms, SEA 2012, held Bordeaux, France, in June 2012. The 31 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 64 submissions and present current research in the area of design, analysis, and experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications.
A Guide To Experimental Algorithmics
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Author : Catherine C. McGeoch
language : en
Publisher:
Release Date : 2012
A Guide To Experimental Algorithmics written by Catherine C. McGeoch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with COMPUTERS categories.
This guidebook is for those who want to use computational experiments to support their work in algorithm design and analysis.
Experimental Algorithms
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Author : Camil Demetrescu
language : en
Publisher: Springer
Release Date : 2007-05-25
Experimental Algorithms written by Camil Demetrescu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-05-25 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Workshop on Experimental and Efficient Algorithms, WEA 2007, held in Rome, Italy, in June 2007. The 30 revised full papers presented together with three invited talks cover the design, analysis, implementation, experimental evaluation, and engineering of efficient algorithms.
Experimental Algorithms
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Author : Catherine C. McGeoch
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-05-08
Experimental Algorithms written by Catherine C. McGeoch 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 2008-05-08 with Computers categories.
This book constitutes the refereed proceedings of the 7th International Workshop on Experimental and Efficient Algorithms, WEA 2008, held in Provincetown, MA, USA, in May/June 2008. The 26 revised full papers were carefully reviewed and selected from numerous submissions and present current research on experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications. Special focus is put on the use of experimental methods to guide the design, analysis, implementation, and evaluation of algorithms, heuristics, and optimization programs.
Experimental And Efficient Algorithms
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Author : Sotiris Nikoletseas
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-04-28
Experimental And Efficient Algorithms written by Sotiris Nikoletseas 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 2005-04-28 with Computers categories.
This book constitutes the refereed proceedings of the 4th International Workshop on Experimental and Efficient Algorithms, WEA 2005, held in Santorini Island, Greece in May 2005. The 47 revised full papers and 7 revised short papers presented together with extended abstracts of 3 invited talks were carefully reviewed and selected from 176 submissions. The book is devoted to the design, analysis, implementation, experimental evaluation, and engineering of efficient algorithms. Among the application areas addressed are most fields applying advanced algorithmic techniques, such as combinatorial optimization, approximation, graph theory, discrete mathematics, scheduling, searching, sorting, string matching, coding, networking, data mining, data analysis, etc.