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» The relationship between evolvability and bloat
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GECCO
2009
Springer
13 years 11 months ago
The relationship between evolvability and bloat
Bloat is a common problem with Evolutionary Algorithms (EAs) that use variable length representation. By creating unnecessarily large individuals it results in longer EA runtimes ...
Jeffrey K. Bassett, Mark Coletti, Kenneth A. De Jo...
GECCO
2008
Springer
126views Optimization» more  GECCO 2008»
13 years 5 months ago
The impact of population size on code growth in GP: analysis and empirical validation
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...
EUROGP
1998
Springer
113views Optimization» more  EUROGP 1998»
13 years 8 months ago
Fitness Causes Bloat: Mutation
The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Kn...
William B. Langdon, Riccardo Poli
GECCO
2011
Springer
346views Optimization» more  GECCO 2011»
12 years 8 months ago
Evolving relationships between social networks and stakeholder involvement in software projects
Software projects often fail because stakeholder communication and involvement are inadequate. This paper proposes a novel method to understand project social networks and their c...
Soo Ling Lim, Peter J. Bentley
BIBE
2008
IEEE
101views Bioinformatics» more  BIBE 2008»
13 years 6 months ago
Ontology-inferred phylogeny reconstruction for analyzing the evolutionary relationships between species: Ontological inference v
We propose the use of formal ontological inferencing, rather than cladistics, to reconstruct phylogeny trees and to analyze the evolutionary relationships between species. For this...
Arash Shaban-Nejad, Volker Haarslev