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» Fitness Landscapes and Evolvability
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GECCO
2007
Springer
192views Optimization» more  GECCO 2007»
15 years 3 months ago
Estimation of fitness landscape contours in EAs
Evolutionary algorithms applied in real domain should profit from information about the local fitness function curvature. This paper presents an initial study of an evolutionary...
Petr Posík, Vojtech Franc
BMCBI
2010
156views more  BMCBI 2010»
14 years 9 months ago
Estimating the individualized HIV-1 genetic barrier to resistance using a nelfinavir fitness landscape
Background: Failure on Highly Active Anti-Retroviral Treatment is often accompanied with development of antiviral resistance to one or more drugs included in the treatment. In gen...
Kristof Theys, Koen Deforche, Gertjan Beheydt, Yve...
GECCO
2003
Springer
119views Optimization» more  GECCO 2003»
15 years 2 months ago
Schema Analysis of Average Fitness in Multiplicative Landscape
By applying the schema theorem, we study the effects of crossover in Genetic Algorithms with the multiplicative fitness function. On this landscape, the analytical expression of ...
Hiroshi Furutani
GECCO
2005
Springer
110views Optimization» more  GECCO 2005»
15 years 3 months ago
Understanding cooperative co-evolutionary dynamics via simple fitness landscapes
Cooperative co-evolution is often used to solve difficult optimization problems by means of problem decomposition. Its performance for such tasks can vary widely from good to disa...
Elena Popovici, Kenneth A. De Jong
GECCO
2007
Springer
153views Optimization» more  GECCO 2007»
15 years 3 months ago
Fitness landscapes and problem hardness in evolutionary computation
Leonardo Vanneschi, Sébastien Vérel