Statistical Racing Techniques for Improved Empirical Evaluation of Evolutionary Algorithms

Author:

Yuan Bo,Gallagher Marcus

Publisher

Springer Berlin Heidelberg

Reference13 articles.

1. Whitley, D., Mathias, K., Rana, S., Dzubera, J.: Evaluating Evolutionary Algorithms. Artificial Intelligence 85(1-2), 245–276 (1996)

2. De Jong, K.A., Potter, M.A., Spears, W.M.: Using Problem Generators to Explore the Effects of Epistasis. In: Bäck, T. (ed.) Seventh International Conference on Genetic Algorithms, pp. 338–345. Morgan Kauffman, San Francisco (1997)

3. Eiben, A.E., Jelasity, M.: A Critical Note on Experimental Research Methodology in EC. In: Congress on Evolutionary Computation, Hawaii, pp. 582–587. IEEE, Los Alamitos (2002)

4. Maron, O., Moore, A.W.: Hoeffding Races: Accelerating Model Selection Search for Classification and Function Approximation. In: Cowan, J.D., et al. (eds.) Advances in Neural Information Processing Systems, vol. 6, pp. 59–66 (1994)

5. Maron, O., Moore, A.W.: The Racing Algorithm: Model Selection for Lazy Learners. Artificial Intelligence Review 11, 193–225 (1997)

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