A Causal Approach for Explaining Why a Heuristic Algorithm Outperforms Another in Solving an Instance Set of the Bin Packing Problem

Author:

Pérez Joaquín,Cruz Laura,Pazos Rodolfo,Landero Vanesa,Reyes Gerardo,Zavala Crispín,Fraire Héctor,Pérez Verónica

Publisher

Springer Berlin Heidelberg

Reference19 articles.

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2. Wolpert, D.H., Macready, W.G.: No Free Lunch Theorems for Optimization. IEEE Transactions on Evolutionary Computation 1, 67–82 (1997)

3. Cohen, P.: Empirical Methods for Artificial Intelligence. The MIT Press, Cambridge (1995)

4. Hoos, H.: Stochastic Local Search Methods, Models, Applications, PhD Thesis, Department of Computer Science from Darmstadt University of Technology (1998)

5. Soares, C., Pinto, J.: Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results. Journal of Machine Learning 50(3), 251–277 (2003)

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