The Problem Of Tuning Metaheuristics As Seen From A Machine Learning Perspective

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Tuning Metaheuristics

Tuning Metaheuristics
Author :
Publisher : Springer Science & Business Media
Total Pages : 226
Release :
ISBN-10 : 9783642004827
ISBN-13 : 3642004822
Rating : 4/5 (822 Downloads)

Book Synopsis Tuning Metaheuristics by : Mauro Birattari

Download or read book Tuning Metaheuristics written by Mauro Birattari and published by Springer Science & Business Media. This book was released on 2009-04-08 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book lays the foundations for a scientific approach to tuning metaheuristics. The fundamental intuition that underlies Birattari's approach is that the tuning problem has much in common with the problems that are typically faced in machine learning.


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A metaheuristic is a generic algorithmic template that can be used for finding high quality solutions of optimization problems. The authors show that the proble