Experimental Methods for the Analysis of Optimization Algorithms - Softcover

Softcover

ISBN 10: 3642025390 ISBN 13: 9783642025396

Verlag: Springer, 2010

Inhaltsangabe

Overview.- The Future of Experimental Research.- Design and Analysis of Computational Experiments: Overview.- The Generation of Experimental Data for Computational Testing in Optimization.- The Attainment-Function Approach to Stochastic Multiobjective Optimizer Assessment and Comparison.- Algorithm Engineering: Concepts and Practice.- Characterizing Algorithm Performance.- Algorithm Survival Analysis.- On Applications of Extreme Value Theory in Optimization.- Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization.- Algorithm Configuration and Tuning.- Mixed Models for the Analysis of Optimization Algorithms.- Tuning an Algorithm Using Design of Experiments.- Using Entropy for Parameter Analysis of Evolutionary Algorithms.- F-Race and Iterated F-Race: An Overview.- The Sequential Parameter Optimization Toolbox.- Sequential Model-Based Parameter Optimization: an Experimental Investigation of Automated and Interactive Approaches.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2010
• ISBN 10: 3642025390
• ISBN 13: 9783642025396
• Einband: Paperback
• Sprache: Englisch
• Anzahl der Seiten: 480
• Herausgeber: Bartz-Beielstein Thomas, Chiarandini Marco, Paquete Luís
• Kontakt zum Hersteller: Nicht verfügbar