On the Quality Gain of (1,λ)-ES Under Fitness Noise

Author:

Beyer Hans-Georg,Meyer-Nieberg Silja

Publisher

Springer Berlin Heidelberg

Reference10 articles.

1. Miller, B.L.: Noise, Sampling, and Efficient Genetic Algorithms. PhD thesis, University of Illinois at Urbana-Champaign, Urbana, IL 61801 IlliGAL ReportNo. 97001 (1997)

2. Fitzpatrick, J., Grefenstette, J.: Genetic Algorithms in Noisy Environments. In: Langley, P. (ed.) Machine Learning: Special Issue on Genetic Algorithms, vol. 3, pp. 101–120. Kluwer Academic Publishers, Dordrecht (1988)

3. Branke, J.: Evolutionary Optimization in Dynamic Environments. Kluwer Academic Publishers, Dordrecht (2001)

4. Nissen, V., Propach, J.: On the Robustness of Population-Based Versus Point- Based Optimization in the Presence of Noise. IEEE Transactions on Evolutionary Computation 2, 107–119 (1998)

5. Arnold, D.V., Beyer, H.G.: On the Benefits of Populations for Noisy Optimization. Evolutionary Computation 11, 111–127 (2003)

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