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» Representations for evolutionary algorithms
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CEC
2008
IEEE
16 years 1 months ago
On the generality of the evolved driving rules of an agent operating a model of a car
—We present an approach for automated evolutionary design of the functionary of driving agent, able to operate a software model of fast running car. The objective of our work is ...
Hirotaka Yamazaki, Ivan Tanev, Tomoyuki Hiroyasu, ...
CEC
2005
IEEE
16 years 21 days ago
Coevolution of neural Go players in a cultural environment
Abstract- We present experiments (co)evolving Go players based on artificial neural networks (ANNs) for a 5x5 board. ANN structure and weights are encoded in multi–chromosomal g...
Helmut A. Mayer, Peter Maier
GECCO
2009
Springer
128views Optimization» more  GECCO 2009»
15 years 11 months ago
Evolving stochastic processes using feature tests and genetic programming
The synthesis of stochastic processes using genetic programming is investigated. Stochastic process behaviours take the form of time series data, in which quantities of interest v...
Brian J. Ross, Janine H. Imada
PKDD
1999
Springer
109views Data Mining» more  PKDD 1999»
15 years 11 months ago
Predicting Chemical Carcinogenesis Using Structural Information Only
This paper reports on the application of the Strongly Typed Evolutionary Programming System STEPS to the PTE2 challenge, which consists of predicting the carcinogenic activity of...
Claire J. Kennedy, Christophe G. Giraud-Carrier, D...
ICSR
2000
Springer
15 years 10 months ago
Achieving Extensibility Through Product-Lines and Domain-Specific Languages: A Case Study
ions that are fundamental to simulators. We present preliminary results that show how our PLA and DSL synergistically produce a more flexible way of implementing state-machine-base...
Don S. Batory, Clay Johnson, Bob MacDonald, Dale v...