Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab

Erik Pitzer; Michael Affenzeller; Andreas Beham; Stefan Wagner

doi:10.1007/978-3-642-27549-4_54

Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab

Erik Pitzer, Michael Affenzeller, Andreas Beham, Stefan Wagner

Research Center Hagenberg

Research output: Contribution to journal › Article › peer-review

7 Citations (Scopus)

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.

Original language	English
Pages (from-to)	424-431
Number of pages	8
Journal	Lecture Notes in Computer Science
Volume	6927
Issue number	PART 1
DOIs	https://doi.org/10.1007/978-3-642-27549-4_54
Publication status	Published - Jan 2012

Keywords

Fitness Landscape Analysis
HeuristicLab
Isotropy

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AU - Affenzeller, Michael

AU - Beham, Andreas

AU - Wagner, Stefan

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KW - Isotropy

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DO - 10.1007/978-3-642-27549-4_54

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JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

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Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab

Abstract

Keywords

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