Autonomous Search

1. An Introduction to Autonomous Search
Youssef Hamadi, Eric Monfroy, Frédéric Saubion

2. Evolutionary Algorithm Parameters and Methods to Tune Them
A. E. Eiben, S. K. Smit

3. Automated Algorithm Configuration and Parameter Tuning
Holger H. Hoos

4. Case-Based Reasoning for Autonomous Constraint Solving
Derek Bridge, Eoin O’Mahony, Barry O’Sullivan

5. Learning a Mixture of Search Heuristics
Susan L. Epstein, Smiljana Petrovic

6. An Investigation of Reinforcement Learning for Reactive Search Optimization
Roberto Battiti, Paolo Campigotto

7. Adaptive Operator Selection and Management in Evolutionary Algorithms
Jorge Maturana, Álvaro Fialho, Frédéric Saubion, Marc Schoenauer, Frédéric Lardeux, Michèle Sebag

8. Parameter Adaptation in Ant Colony Optimization
Thomas Stützle, Manuel López-Ibáñez, Paola Pellegrini, Michael Maur, Marco Montes de Oca, Mauro Birattari, Marco Dorigo

9. Continuous Search in Constraint Programming
Alejandro Arbelaez, Youssef Hamadi, Michèle Sebag

10. Control-Based Clause Sharing in Parallel SAT Solving
Youssef Hamadi, Said Jabbour, Jabbour Sais

11. Learning Feature-Based Heuristic Functions
Marek Petrik, Shlomo Zilberstein

Nyckelord: Computer Science, Artificial Intelligence (incl. Robotics), Mathematics of Computing, Computational Intelligence, Theory of Computation, Control