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Experimental methods for the analysis of optimization algorithms. With forewords by Catherine C. McGeoch and Hans Paul Schwefel. (English) Zbl 1203.68003
Berlin: Springer (ISBN 978-3-642-02537-2/hbk; 978-3-642-02538-9/ebook). xxii, 457 p. (2010).

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The articles of this volume will be reviewed individually.
Indexed articles:
Bartz-Beielstein, Thomas; Preuss, Mike, The future of experimental research, 17-49 [Zbl 1214.68343]
Kleijnen, Jack P. C., Design and analysis of computational experiments: overview, 51-72 [Zbl 1206.90222]
Hall, Nicholas G.; Posner, Marc E., The generation of experimental data for computational testing in optimization, 73-101 [Zbl 1206.90246]
Da Fonseca, Viviane Grunert; Fonseca, Carlos M., The attainment-function approach to stochastic multiobjective optimizer assessment and comparison, 103-130 [Zbl 1206.90107]
Chimani, Markus; Klein, Karsten, Algorithm engineering: Concepts and practice, 131-158 [Zbl 1214.68478]
Gagliolo, Matteo; Legrand, Catherine, Algorithm survival analysis, 161-184 [Zbl 1214.68480]
Hüsler, Jürg, On applications of extreme value theory in optimization, 185-207 [Zbl 1208.90124]
López-Ibáñez, Manuel; Paquete, Luís; Stützle, Thomas, Exploratory analysis of stochastic local search algorithms in biobjective optimization, 209-222 [Zbl 1208.90154]
Chiarandini, Marco; Goegebeur, Yuri, Mixed models for the analysis of optimization algorithms, 225-264 [Zbl 05829044]
Ridge, Enda; Kudenko, Daniel, Tuning an algorithm using design of experiments, 265-286 [Zbl 1206.68380]
Smit, Selmar K.; Eiben, Agoston E., Using entropy for parameter analysis of evolutionary algorithms, 287-310 [Zbl 1206.68381]
Birattari, Mauro; Yuan, Zhi; Balaprakash, Prasanna; Stützle, Thomas, F-Race and iterated F-Race: an overview, 311-336 [Zbl 1204.68280]
Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike, The sequential parameter optimization toolbox, 337-362 [Zbl 1208.90166]
Hutter, Frank; Bartz-Beielstein, Thomas; Hoos, Holger H.; Leyton-Brown, Kevin; Murphy, Kevin P., Sequential model-based parameter optimization: an experimental investigation of automated and interactive approaches, 363-414 [Zbl 1206.68363]

MSC:
68-06 Proceedings, conferences, collections, etc. pertaining to computer science
68W40 Analysis of algorithms
90C99 Mathematical programming
00B15 Collections of articles of miscellaneous specific interest
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