Reinforcement learning based adaptive metaheuristics

Author:

Tessari Michele1,Iacca Giovanni1

Affiliation:

1. University of Trento, Trento, Italy

Publisher

ACM

Reference32 articles.

1. Janez Brest , Sao Greiner , Borko Boskovic , Marjan Mernik , and Viljem Zumer . 2006. Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems . IEEE transactions on evolutionary computation 10, 6 ( 2006 ), 646--657. Janez Brest, Sao Greiner, Borko Boskovic, Marjan Mernik, and Viljem Zumer. 2006. Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems. IEEE transactions on evolutionary computation 10, 6 (2006), 646--657.

2. Hyper-heuristics: a survey of the state of the art

3. Konstantin Chakhlevitch and Peter Cowling . 2008. Hyperheuristics: recent developments . In Adaptive and multilevel metaheuristics . Springer , Berlin, Heidelberg , 3--29. Konstantin Chakhlevitch and Peter Cowling. 2008. Hyperheuristics: recent developments. In Adaptive and multilevel metaheuristics. Springer, Berlin, Heidelberg, 3--29.

4. Cumulative Step-Size Adaptation on Linear Functions

5. Carlos Cotta , Marc Sevaux , and Kenneth Sörensen . 2008. Adaptive and multilevel metaheuristics . Vol. 136 . Springer , Berlin, Heidelberg . Carlos Cotta, Marc Sevaux, and Kenneth Sörensen. 2008. Adaptive and multilevel metaheuristics. Vol. 136. Springer, Berlin, Heidelberg.

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