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Autonomous Search 2012

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Youssef Hamadi, Éric Monfroy, Frédéric Saubion:
Autonomous Search. Springer 2012, ISBN 978-3-642-21433-2
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Youssef Hamadi, Éric Monfroy, Frédéric Saubion:
An Introduction to Autonomous Search. 1-11

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A. E. Eiben, Selmar K. Smit:
Evolutionary Algorithm Parameters and Methods to Tune Them. 15-36
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Holger H. Hoos:
Automated Algorithm Configuration and Parameter Tuning. 37-71
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Derek Bridge, Eoin O'Mahony, Barry O'Sullivan:
Case-Based Reasoning for Autonomous Constraint Solving. 73-95
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Susan L. Epstein, Smiljana Petrovic:
Learning a Mixture of Search Heuristics. 97-127

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Roberto Battiti, Paolo Campigotto:
An Investigation of Reinforcement Learning for Reactive Search Optimization. 131-160
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Jorge Maturana, Álvaro Fialho, Frédéric Saubion, Marc Schoenauer, Frédéric Lardeux, Michèle Sebag:
Adaptive Operator Selection and Management in Evolutionary Algorithms. 161-189
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Thomas Stützle, Manuel López-Ibáñez, Paola Pellegrini, Michael Maur, Marco Antonio Montes de Oca, Mauro Birattari, Marco Dorigo:
Parameter Adaptation in Ant Colony Optimization. 191-215

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Alejandro Arbelaez, Youssef Hamadi, Michèle Sebag:
Continuous Search in Constraint Programming. 219-243
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Youssef Hamadi, Saïd Jabbour, Lakhdar Sais:
Control-Based Clause Sharing in Parallel SAT Solving. 245-267
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Marek Petrik, Shlomo Zilberstein:
Learning Feature-Based Heuristic Functions. 269-305

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