Analysis Of Experimental Algorithms

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Analysis of Experimental Algorithms

Author : Ilias Kotsireas
Publisher : Springer Nature
ISBN 13 : 3030340295
Total Pages : 564 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Analysis of Experimental Algorithms by : Ilias Kotsireas

Download or read book Analysis of Experimental Algorithms written by Ilias Kotsireas and published by Springer Nature. This book was released on 2019-11-14 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Thomas Bartz-Beielstein
Publisher : Springer Science & Business Media
ISBN 13 : 3642025382
Total Pages : 469 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Experimental Methods for the Analysis of Optimization Algorithms by : Thomas Bartz-Beielstein

Download or read book Experimental Methods for the Analysis of Optimization Algorithms written by Thomas Bartz-Beielstein and published by Springer Science & Business Media. This book was released on 2010-11-02 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Algorithms

Author : Panos M. Pardalos
Publisher : Springer
ISBN 13 : 364220662X
Total Pages : 469 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Experimental Algorithms by : Panos M. Pardalos

Download or read book Experimental Algorithms written by Panos M. Pardalos and published by Springer. This book was released on 2011-04-21 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Ralf Klasing
Publisher : Springer
ISBN 13 : 3642308503
Total Pages : 418 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Experimental Algorithms by : Ralf Klasing

Download or read book Experimental Algorithms written by Ralf Klasing and published by Springer. This book was released on 2012-05-28 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Catherine C. McGeoch
Publisher : Cambridge University Press
ISBN 13 : 1107001730
Total Pages : 273 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis A Guide to Experimental Algorithmics by : Catherine C. McGeoch

Download or read book A Guide to Experimental Algorithmics written by Catherine C. McGeoch and published by Cambridge University Press. This book was released on 2012-01-30 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a guidebook for those who want to use computational experiments to support their work in algorithm design and analysis. Numerous case studies and examples show how to apply these concepts. All the necessary concepts in computer architecture and data analysis are covered so that the book can be used by anyone who has taken a course or two in data structures and algorithms.

Experimental Algorithmics

Author : Rudolf Fleischer
Publisher : Springer
ISBN 13 : 3540363831
Total Pages : 295 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Experimental Algorithmics by : Rudolf Fleischer

Download or read book Experimental Algorithmics written by Rudolf Fleischer and published by Springer. This book was released on 2003-07-01 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Camil Demetrescu
Publisher : Springer
ISBN 13 : 3540728457
Total Pages : 458 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Experimental Algorithms by : Camil Demetrescu

Download or read book Experimental Algorithms written by Camil Demetrescu and published by Springer. This book was released on 2007-06-27 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Camil Demetrescu
Publisher : Springer
ISBN 13 : 9783540728443
Total Pages : 450 pages
Book Rating : 4.7/5 (284 download)

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Book Synopsis Experimental Algorithms by : Camil Demetrescu

Download or read book Experimental Algorithms written by Camil Demetrescu and published by Springer. This book was released on 2007-05-25 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Catherine C. McGeoch
Publisher : Springer
ISBN 13 : 3540685529
Total Pages : 371 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Experimental Algorithms by : Catherine C. McGeoch

Download or read book Experimental Algorithms written by Catherine C. McGeoch and published by Springer. This book was released on 2008-05-29 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Workshop on Experimental Algorithms, WEA, is intended to be an int- national forum for research on the experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications. The emphasis of the workshop is the use of experimental me- ods to guide the design, analysis, implementation, and evaluation of algorithms, heuristics, and optimization programs. WEA 2008 was held at the Provincetown Inn, Provincetown, MA, USA, on May 30 – June 1, 2008. This was the seventh workshop of the series, after Rome (2007),Menorca(2006),Santorini(2005),RiodeJaniero(2004),Asconia(2003), and Riga (2001). This volume contains all contributed papers accepted for presentation at the workshop. The 26 contributed papers were selected by the Program Committee onthebasisofatleastthreerefereereports,somecontributedbytrustedexternal referees. In addition to the 26 contributed papers, the program contained two invited talks. Camil Demetrescu, of the University of Rome “La Sapienza,” spoke on “Visualization in Algorithm Engineering.” David S. Johnson of AT & T Labs – Research, gave a talk on “Bin Packing: From Theory to Experiment and Back Again.” We would like to thank the authors who responded to the call for papers, our invited speakers, the members of the ProgramCommittee, the external referees, and the Organizing Committee members for making this workshop possible.

Experimental Algorithms

Author : Jan Vahrenhold
Publisher : Springer Science & Business Media
ISBN 13 : 3642020100
Total Pages : 302 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Experimental Algorithms by : Jan Vahrenhold

Download or read book Experimental Algorithms written by Jan Vahrenhold and published by Springer Science & Business Media. This book was released on 2009-05-22 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Symposium on Experimental and Efficient Algorithms, SEA 2009, held in Dortmund, Germany, in June 2009. The 23 revised full papers were carefully reviewed and selected from 64 submissions and present current research on experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications. Contributions are supported by experimental evaluation, methodological issues in the design and interpretation of experiments, the use of (meta-) heuristics, or application-driven case studies that deepen the understanding of a problem's complexity.

Experimental and Efficient Algorithms

Author : Sotiris Nikoletseas
Publisher : Springer Science & Business Media
ISBN 13 : 3540259201
Total Pages : 637 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Experimental and Efficient Algorithms by : Sotiris Nikoletseas

Download or read book Experimental and Efficient Algorithms written by Sotiris Nikoletseas and published by Springer Science & Business Media. This book was released on 2005-04-28 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Experimental Algorithms

Author : Andrew V. Goldberg
Publisher : Springer
ISBN 13 : 3319388517
Total Pages : 400 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Experimental Algorithms by : Andrew V. Goldberg

Download or read book Experimental Algorithms written by Andrew V. Goldberg and published by Springer. This book was released on 2016-05-31 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Symposium on Experimental Algorithms, SEA 2016, held in St. Petersburg, Russia, in June 2016. The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The main theme of the symposium is the role of experimentation and of algorithm engineering techniques in the design and evaluation of algorithms and data structures. SEA covers a wide range of topics in experimental algorithmics, bringing together researchers from algorithm engineering, mathematical programming, and combinatorial optimization communities.

Experimental and Efficient Algorithms

Author : Celso C. Ribeiro
Publisher : Springer
ISBN 13 : 3540248382
Total Pages : 595 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Experimental and Efficient Algorithms by : Celso C. Ribeiro

Download or read book Experimental and Efficient Algorithms written by Celso C. Ribeiro and published by Springer. This book was released on 2004-04-20 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Experimental and Efficient Algorithms, WEA 2004, held in Angra dos Reis, Brazil in May 2004. The 40 revised full papers presented together with abstracts of two invited talks were carefully reviewed and selected from numerous submissions. The book is devoted to the areas of design, analysis, and experimental evaluation of algorithms. Among the topics covered are scheduling, heuristics, combinatorial optimization, evolutionary optimization, graph computations, labeling, robot navigation, shortest path algorithms, flow problems, searching, randomization and derandomization, string matching, graph coloring, networking, error detecting codes, timetabling, sorting, energy minimization, etc.

The Design and Analysis of Computer Experiments

Author : Thomas J. Santner
Publisher : Springer
ISBN 13 : 1493988476
Total Pages : 436 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis The Design and Analysis of Computer Experiments by : Thomas J. Santner

Download or read book The Design and Analysis of Computer Experiments written by Thomas J. Santner and published by Springer. This book was released on 2019-01-08 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase in popularity as surrogates for and adjuncts to physical experiments. Since the publication of the first edition, there have been many methodological advances and software developments to implement these new methodologies. The computer experiments literature has emphasized the construction of algorithms for various data analysis tasks (design construction, prediction, sensitivity analysis, calibration among others), and the development of web-based repositories of designs for immediate application. While it is written at a level that is accessible to readers with Masters-level training in Statistics, the book is written in sufficient detail to be useful for practitioners and researchers. New to this revised and expanded edition: • An expanded presentation of basic material on computer experiments and Gaussian processes with additional simulations and examples • A new comparison of plug-in prediction methodologies for real-valued simulator output • An enlarged discussion of space-filling designs including Latin Hypercube designs (LHDs), near-orthogonal designs, and nonrectangular regions • A chapter length description of process-based designs for optimization, to improve good overall fit, quantile estimation, and Pareto optimization • A new chapter describing graphical and numerical sensitivity analysis tools • Substantial new material on calibration-based prediction and inference for calibration parameters • Lists of software that can be used to fit models discussed in the book to aid practitioners

Experimental Algorithms

Author : Carme Àlvarez
Publisher : Springer
ISBN 13 : 3540345981
Total Pages : 338 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Experimental Algorithms by : Carme Àlvarez

Download or read book Experimental Algorithms written by Carme Àlvarez and published by Springer. This book was released on 2006-05-20 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Experimental and Efficient Algorithms, WEA 2006, held in Menorca, Spain, May 2006. The book presents 26 revised full papers together with 3 invited talks. The application areas addressed include most fields applying advanced algorithmic techniques, such as combinatorial optimization, approximation, graph theory, discrete mathematics, scheduling, searching, sorting, string matching, coding, networking, and more.

Algorithm Engineering

Author : Matthias Müller-Hannemann
Publisher : Springer Science & Business Media
ISBN 13 : 3642148654
Total Pages : 527 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Algorithm Engineering by : Matthias Müller-Hannemann

Download or read book Algorithm Engineering written by Matthias Müller-Hannemann and published by Springer Science & Business Media. This book was released on 2010-08-05 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms are essential building blocks of computer applications. However, advancements in computer hardware, which render traditional computer models more and more unrealistic, and an ever increasing demand for efficient solution to actual real world problems have led to a rising gap between classical algorithm theory and algorithmics in practice. The emerging discipline of Algorithm Engineering aims at bridging this gap. Driven by concrete applications, Algorithm Engineering complements theory by the benefits of experimentation and puts equal emphasis on all aspects arising during a cyclic solution process ranging from realistic modeling, design, analysis, robust and efficient implementations to careful experiments. This tutorial - outcome of a GI-Dagstuhl Seminar held in Dagstuhl Castle in September 2006 - covers the essential aspects of this process in ten chapters on basic ideas, modeling and design issues, analysis of algorithms, realistic computer models, implementation aspects and algorithmic software libraries, selected case studies, as well as challenges in Algorithm Engineering. Both researchers and practitioners in the field will find it useful as a state-of-the-art survey.

The Design and Analysis of Algorithms

Author : Dexter C. Kozen
Publisher : Springer Science & Business Media
ISBN 13 : 1461244005
Total Pages : 327 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis The Design and Analysis of Algorithms by : Dexter C. Kozen

Download or read book The Design and Analysis of Algorithms written by Dexter C. Kozen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: These are my lecture notes from CS681: Design and Analysis of Algo rithms, a one-semester graduate course I taught at Cornell for three consec utive fall semesters from '88 to '90. The course serves a dual purpose: to cover core material in algorithms for graduate students in computer science preparing for their PhD qualifying exams, and to introduce theory students to some advanced topics in the design and analysis of algorithms. The material is thus a mixture of core and advanced topics. At first I meant these notes to supplement and not supplant a textbook, but over the three years they gradually took on a life of their own. In addition to the notes, I depended heavily on the texts • A. V. Aho, J. E. Hopcroft, and J. D. Ullman, The Design and Analysis of Computer Algorithms. Addison-Wesley, 1975. • M. R. Garey and D. S. Johnson, Computers and Intractibility: A Guide to the Theory of NP-Completeness. w. H. Freeman, 1979. • R. E. Tarjan, Data Structures and Network Algorithms. SIAM Regional Conference Series in Applied Mathematics 44, 1983. and still recommend them as excellent references.