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Experimental Methods for the Analysis of Optimization Algorithms

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[PDF.ni18] Experimental Methods for the Analysis of Optimization Algorithms

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 | #6354418 in Books |  Springer |  2010-11-03 | Original language:English | PDF # 1 |  9.21 x1.06 x6.14l,1.75 | File type: PDF | 457 pages

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|| ||"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

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 feature...

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