Experimental Research in Evolutionary Computation The New Experimentalism /

• Κύριος συγγραφέας: Bartz-Beielstein, Thomas (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Natural Computing Series,
• Θέματα: Computer science.; Computers.; Artificial intelligence.; Computer simulation.; Application software.; Mathematical optimization.; Applied mathematics.; Engineering mathematics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Simulation and Modeling.; Computer Applications.; Optimization.; Appl.Mathematics/Computational Methods of Engineering.

Experimentation is necessary - a purely theoretical approach is not reasonable. The new experimentalism, a development in the modern philosophy of science, considers that an experiment can have a life of its own. It provides a statistical methodology to learn from experiments, where the experimenter...

Πίνακας περιεχομένων:

• Basics
• Research in Evolutionary Computation
• The New Experimentalism
• Statistics for Computer Experiments
• Optimization Problems
• Designs for Computer Experiments
• Search Algorithms
• Results and Perspectives
• Comparison
• Understanding Performance
• Summary and Outlook.