TY - JOUR
T1 - Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab
AU - Pitzer, Erik
AU - Affenzeller, Michael
AU - Beham, Andreas
AU - Wagner, Stefan
PY - 2012/1
Y1 - 2012/1
N2 - 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.
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 - http://www.scopus.com/inward/record.url?scp=84856854213&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-27549-4_54
DO - 10.1007/978-3-642-27549-4_54
M3 - Article
SN - 0302-9743
VL - 6927
SP - 424
EP - 431
JO - Lecture Notes in Computer Science
JF - Lecture Notes in Computer Science
IS - PART 1
ER -