Comprehensive and automatic fitness landscape analysis using HeuristicLab

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Abstract

Many different techniques have been developed for fitness landscape analysis. We present a consolidated and uniform implementation inside the heuristic optimization platform HeuristicLab. On top of these analysis methods a new approach to empirical measurement of isotropy is presented that can be used to extend existing methods. Results are shown using the existing implementation within HeuristicLab 3.3. © 2012 Springer-Verlag.

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Pitzer, E., Affenzeller, M., Beham, A., & Wagner, S. (2012). Comprehensive and automatic fitness landscape analysis using HeuristicLab. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6927 LNCS, pp. 424–431). https://doi.org/10.1007/978-3-642-27549-4_54

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