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GECCO
2004
Springer
110views Optimization» more  GECCO 2004»
14 years 10 days ago
Grammatical Constant Creation
This study examines the utility of grammatical ephemeral random constants, and conducts an analysis of the preferences of evolutionary search when a number of different grammar ba...
Ian Dempsey, Michael O'Neill, Anthony Brabazon
GPEM
2006
161views more  GPEM 2006»
13 years 7 months ago
Solving differential equations with genetic programming
A novel method for solving ordinary and partial differential equations, based on grammatical evolution is presented. The method forms generations of trial solutions expressed in an...
Ioannis G. Tsoulos, Isaac E. Lagaris
GECCO
2000
Springer
158views Optimization» more  GECCO 2000»
13 years 10 months ago
Grammar based function definition in Grammatical Evolution
We describe the use of grammars as an approach to automatic function definition in Grammatical Evolution. The automatic generation of functions allows the evolution of both the fu...
Michael O'Neill, Conor Ryan
EVOW
2010
Springer
13 years 8 months ago
Evolving a Ms. PacMan Controller Using Grammatical Evolution
In this paper we propose an evolutionary approach capable of successfully combining rules to play the popular video game, Ms. PacMan. In particular we focus our attention on the be...
Edgar Galván López, John Mark Swaffo...
PRL
2008
81views more  PRL 2008»
13 years 6 months ago
Selecting and constructing features using grammatical evolution
A novel method for feature selection and construction is introduced. The method improves the classification accuracy, utilizing the well-established technique of grammatical evolu...
Dimitris Gavrilis, Ioannis G. Tsoulos, Evangelos D...