Publications

Publications About EpochX

If you wish to cite EpochX in your publication we recommend using the earliest paper below, which introduces the features of the framework.

  • Event-based graphical monitoring in the EpochX genetic programming framework. Loïc Vaseux, Fernando E.B. Otero, Tom Castle and Colin G. Johnson. In Proceedings of 15th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2013, ACM Press, July 2013.
  • EpochX: Genetic Programming in Java with Statistics and Event Monitoring. Fernando E.B. Otero, Tom Castle and Colin G. Johnson. In Proceedings of 14th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2012, ACM Press, July 2012.

Publications Referencing EpochX

The following publications reference or use results generated with the EpochX framework. Let us know about your work with EpochX.

Journal Papers

Conference Papers

  • Automated Problem Decomposition for the Boolean Domain with Genetic Programming. Fernando E. B. Otero and Colin G. Johnson. In Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013. LNCS, Springer, 3-5 April 2013.
  • GPDL: A Framework-Independent Problem Definition Language for Grammar-Guided Genetic Programming. Gabriel Kronberger, Michael Kommenda, Stefan Wagner and Heinz Dobler. In Proceedings of 15th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2013, ACM Press, July 2013.
  • Automatic Discovery of Algorithms for Multi-Agent Systems. Sjors van Berkel, Daniel Turi, Andrei Pruteanu and Stefan Dulman. In Proceedings of 14th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2012, ACM Press, July 2012.
  • Evolving Program Trees with Limited Scope Variable Declarations. Tom Castle and Colin G Johnson. In Proceedings of the 2012 IEEE Congress on Evolutionary Computation, IEEE Press, June 2012.
  • Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming. Tom Castle and Colin G Johnson. In Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012. LNCS, Springer, 11-13 April 2012.
  • Positional Effect of Crossover and Mutation in Grammatical Evolution. Tom Castle and Colin G Johnson. In Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2010. LNCS, Springer, 7-9 April 2010.
  • Semantically Driven Mutation in Genetic Programming. Lawrence Beadle and Colin G. Johnson. In Proceedings of the 2009 IEEE Congress on Evolutionary Computation, pages 1336-1342. IEEE Press, May 2009.
  • Semantically Driven Crossover in Genetic Programming. Lawrence Beadle and Colin G Johnson. In Proceedings of the 2008 IEEE Congress on Evolutionary Computation, pages 111-116. IEEE Press, January 2008.