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» Fitness Landscapes and Evolvability
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EH
2000
IEEE
123views Hardware» more  EH 2000»
15 years 4 months ago
The Test Vector Problem and Limitations to Evolving Digital Circuits
How do we know the correctness of an evolved circuit? While Evolutionary Hardware is exhibiting its effectiveness, we argue that it is very difficult to design a large-scale digit...
Kosuke Imamura, James A. Foster, Axel W. Krings
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
15 years 3 months ago
A GP neutral function for the artificial ANT problem
This paper introduces a function that increases the amount of neutrality (inactive code in Genetic Programming) for the Artificial Ant Problem. The objective of this approach is t...
Esteban Ricalde, Katya Rodríguez-Váz...
ISPW
2005
IEEE
15 years 5 months ago
Evolving Defect "Folklore": A Cross-Study Analysis of Software Defect Behavior
Abstract. Answering “macro-process” research issues – which require understanding how development processes fit or do not fit in different organizational systems and environm...
Victor R. Basili, Forrest Shull
ESOA
2006
15 years 3 months ago
Reinforcement Learning for Online Control of Evolutionary Algorithms
The research reported in this paper is concerned with assessing the usefulness of reinforcment learning (RL) for on-line calibration of parameters in evolutionary algorithms (EA). ...
A. E. Eiben, Mark Horvath, Wojtek Kowalczyk, Marti...
EUROGP
2006
Springer
112views Optimization» more  EUROGP 2006»
15 years 3 months ago
The Halting Probability in Von Neumann Architectures
Abstract. Theoretical models of Turing complete linear genetic programming (GP) programs suggest the fraction of halting programs is vanishingly small. Convergence results proved f...
William B. Langdon, Riccardo Poli