Evolving heterochrony for cellular differentiation using vector field embryogeny
Steiner T, Jin Y, Sendhoff B, Pelikan M, Branke J (2010)
In: Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM: 571-578.
Konferenzbeitrag
| Veröffentlicht | Englisch
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Autor*in
Steiner, Till;
Jin, YaochuUniBi
;
Sendhoff, Bernhard;
Pelikan, Martin;
Branke, Jürgen
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Abstract / Bemerkung
Heterochrony is the evolutionary change of rates and timing of developmental processes. Many artificial evolutionary development systems have the ability to produce heterochrony implicitly. However, few systems have the ability to employ heterochronic change as direct evolutionary means, i.e. to directly change heterochronic features of the developmental program.
In this paper, we present and investigate a system that can directly modify heterochronic features of its basic dynamics. We show how heterochrony can be included in a novel developmental framework called vector field embryogeny, and investigate the benefit of direct evolution of heterochronic change for four different cellular differentiation tasks.
Erscheinungsjahr
2010
Titel des Konferenzbandes
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Seite(n)
571-578
Konferenz
GECCO '10: Genetic and Evolutionary Computation Conference
Konferenzort
Portland Oregon USA
Konferenzdatum
2010-07-07 – 2010-07-11
ISBN
9781450300728
Page URI
https://pub.uni-bielefeld.de/record/2978610
Zitieren
Steiner T, Jin Y, Sendhoff B, Pelikan M, Branke J. Evolving heterochrony for cellular differentiation using vector field embryogeny. In: Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM; 2010: 571-578.
Steiner, T., Jin, Y., Sendhoff, B., Pelikan, M., & Branke, J. (2010). Evolving heterochrony for cellular differentiation using vector field embryogeny. Proceedings of the 12th annual conference on Genetic and evolutionary computation, 571-578. New York, NY, USA: ACM. https://doi.org/10.1145/1830483.1830590
Steiner, Till, Jin, Yaochu, Sendhoff, Bernhard, Pelikan, Martin, and Branke, Jürgen. 2010. “Evolving heterochrony for cellular differentiation using vector field embryogeny”. In Proceedings of the 12th annual conference on Genetic and evolutionary computation, 571-578. New York, NY, USA: ACM.
Steiner, T., Jin, Y., Sendhoff, B., Pelikan, M., and Branke, J. (2010). “Evolving heterochrony for cellular differentiation using vector field embryogeny” in Proceedings of the 12th annual conference on Genetic and evolutionary computation (New York, NY, USA: ACM), 571-578.
Steiner, T., et al., 2010. Evolving heterochrony for cellular differentiation using vector field embryogeny. In Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM, pp. 571-578.
T. Steiner, et al., “Evolving heterochrony for cellular differentiation using vector field embryogeny”, Proceedings of the 12th annual conference on Genetic and evolutionary computation, New York, NY, USA: ACM, 2010, pp.571-578.
Steiner, T., Jin, Y., Sendhoff, B., Pelikan, M., Branke, J.: Evolving heterochrony for cellular differentiation using vector field embryogeny. Proceedings of the 12th annual conference on Genetic and evolutionary computation. p. 571-578. ACM, New York, NY, USA (2010).
Steiner, Till, Jin, Yaochu, Sendhoff, Bernhard, Pelikan, Martin, and Branke, Jürgen. “Evolving heterochrony for cellular differentiation using vector field embryogeny”. Proceedings of the 12th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM, 2010. 571-578.
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