Tuning Metaheuristics A Machine Learning Perspective
The importance of tuning metaheuristics is widely acknowledged in scientific literature. However, there is very little dedicated research on the subject. Typically, scientists and practitioners tune metaheuristics by hand, guided only by their exper
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Mauro Birattari Tuning Metaheuristics: A Machine Learning Perspective
Studies in Computational Intelligence, Volume 197 Editor-in-Chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 174. Ajith Abraham, Rafael Falc´on and Rafael Bello (Eds.) Rough Set Theory: A True Landmark in Data Analysis, 2009 ISBN 978-3-540-89886-3 Vol. 175. Godfrey C. Onwubolu and Donald Davendra (Eds.) Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, 2009 ISBN 978-3-540-92150-9 Vol. 176. Beniamino Murgante, Giuseppe Borruso and Alessandra Lapucci (Eds.) Geocomputation and Urban Planning, 2009 ISBN 978-3-540-89929-7 Vol. 177. Dikai Liu, Lingfeng Wang and Kay Chen Tan (Eds.) Design and Control of Intelligent Robotic Systems, 2009 ISBN 978-3-540-89932-7 Vol. 178. Swagatam Das, Ajith Abraham and Amit Konar Metaheuristic Clustering, 2009 ISBN 978-3-540-92172-1 Vol. 179. Mircea Gh. Negoita and Sorin Hintea Bio-Inspired Technologies for the Hardware of Adaptive Systems, 2009 ISBN 978-3-540-76994-1 Vol. 180. Wojciech Mitkowski and Janusz Kacprzyk (Eds.) Modelling Dynamics in Processes and Systems, 2009 ISBN 978-3-540-92202-5 Vol. 181. Georgios Miaoulis and Dimitri Plemenos (Eds.) Intelligent Scene Modelling Information Systems, 2009 ISBN 978-3-540-92901-7 Vol. 182. Andrzej Bargiela and Witold Pedrycz (Eds.) Human-Centric Information Processing Through Granular Modelling, 2009 ISBN 978-3-540-92915-4 Vol. 183. Marco A.C. Pacheco and Marley M.B.R. Vellasco (Eds.) Intelligent Systems in Oil Field Development under Uncertainty, 2009 ISBN 978-3-540-92999-4
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