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. Ed(S): Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike - Experimental Methods for the Analysis of Optimization Algorithms - 9783642445903 - V9783642445903
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Experimental Methods for the Analysis of Optimization Algorithms

€ 123.54
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Description for Experimental Methods for the Analysis of Optimization Algorithms Paperback. With contributions from leaders in the field, this volume assesses the main issues in the experimental analysis of algorithms, examines their developmental cycle, and demonstrates how to configure and tune algorithms with advanced experimental techniques. Editor(s): Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike. Num Pages: 479 pages, biography. BIC Classification: GPFC; KJT; PBKS; PBT; UYAM. Category: (G) General (US: Trade). Dimension: 235 x 155 x 25. Weight in Grams: 730.

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 ... Read more

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.

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Product Details

Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
479
Condition
New
Number of Pages
457
Place of Publication
Berlin, Germany
ISBN
9783642445903
SKU
V9783642445903
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Experimental Methods for the Analysis of Optimization Algorithms
"This book belongs on the shelf of anyone interested in carrying out experimental research on algorithms and heuristics for optimization problems. ... Don’t keep this book on the shelf: read it, and apply the techniques and tools contained herein to your own algorithmic research project. Your experiments will become more efficient and more trustworthy, and your experimental data will lead ... Read more

Goodreads reviews for Experimental Methods for the Analysis of Optimization Algorithms


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