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FLAIRS
2000
13 years 7 months ago
Inferencing Bayesian Networks from Time Series Data Using Natural Selection
This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a ...
Andrew J. Novobilski, Farhad Kamangar
NCS
2008
96views more  NCS 2008»
13 years 7 months ago
Evolutionary Reproduction of Dutch Masters: The Mondriaan and Escher Evolvers
ct This chapter discusses two applications aiming at evolving images in the styles of two well-known Dutch painters: Mondriaan and Escher. For both cases we have an evaluation crit...
A. E. Eiben
GECCO
2009
Springer
191views Optimization» more  GECCO 2009»
14 years 9 days ago
Evolvable malware
The concept of artificial evolution has been applied to numerous real world applications in different domains. In this paper, we use this concept in the domain of virology to ev...
Sadia Noreen, Shafaq Murtaza, M. Zubair Shafiq, Mu...
GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
13 years 9 months ago
Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP
In contrast with the diverse array of genetic algorithms, the Genetic Programming (GP) paradigm is usually applied in a relatively uniform manner. Heuristics have developed over t...
L. Darrell Whitley, Marc D. Richards, J. Ross Beve...
ICSM
2003
IEEE
13 years 11 months ago
An Environment for Managing Evolving Product Line Architectures
The use of product lines is recognized as beneficial in promoting and structuring both component and architecture reuse throughout an organization. While the business practices of...
Akash Garg, Matt Critchlow, Ping Chen, Christopher...