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

Research Center Hagenberg

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

9 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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10.1007/978-3-642-27549-4_54

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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.",

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author = "Erik Pitzer and Michael Affenzeller and Andreas Beham and Stefan Wagner",

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AU - Pitzer, Erik

AU - Affenzeller, Michael

AU - Beham, Andreas

AU - Wagner, Stefan

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AB - 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.

KW - Fitness Landscape Analysis

KW - HeuristicLab

KW - Isotropy

UR - https://www.scopus.com/pages/publications/84856854213

U2 - 10.1007/978-3-642-27549-4_54

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

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SP - 424

EP - 431

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

IS - PART 1

ER -

Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab

Abstract

Keywords

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