Redundancy creates opportunity in developmental representations
Schramm L, Jin Y, Sendhoff B (2011)
In: 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE: 203-210.
Konferenzbeitrag
| Veröffentlicht | Englisch
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Autor*in
Schramm, Lisa;
Jin, YaochuUniBi 
;
Sendhoff, Bernhard
;
Sendhoff, BernhardAbstract / Bemerkung
This paper investigates the influence of redundancy on the evolutionary performance of a gene regulatory network governing a cellular growth process. Redundancy is believed to play a key role in robustness and evolvability of biological systems. We use a cellular model controlled by a gene regulatory network to evolve elongated morphologies. We show that removing the redundancy in the genome during the evolution decreases the performance of the evolution strategy. A comparing run with few parameters and therefore no redundancy performs worst, which supports the hypothesis that redundancy improves evolvability.
Erscheinungsjahr
2011
Titel des Konferenzbandes
2011 IEEE Symposium on Artificial Life (ALIFE)
Seite(n)
203-210
Konferenz
2011 Ieee Symposium On Artificial Life - Part Of 17273 - 2011 Ssci
Konferenzort
Paris, France
ISBN
978-1-61284-062-8
Page URI
https://pub.uni-bielefeld.de/record/2978601
Zitieren
Schramm L, Jin Y, Sendhoff B. Redundancy creates opportunity in developmental representations. In: 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE; 2011: 203-210.
Schramm, L., Jin, Y., & Sendhoff, B. (2011). Redundancy creates opportunity in developmental representations. 2011 IEEE Symposium on Artificial Life (ALIFE), 203-210. IEEE. https://doi.org/10.1109/ALIFE.2011.5954649
Schramm, Lisa, Jin, Yaochu, and Sendhoff, Bernhard. 2011. “Redundancy creates opportunity in developmental representations”. In 2011 IEEE Symposium on Artificial Life (ALIFE), 203-210. IEEE.
Schramm, L., Jin, Y., and Sendhoff, B. (2011). “Redundancy creates opportunity in developmental representations” in 2011 IEEE Symposium on Artificial Life (ALIFE) (IEEE), 203-210.
Schramm, L., Jin, Y., & Sendhoff, B., 2011. Redundancy creates opportunity in developmental representations. In 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE, pp. 203-210.
L. Schramm, Y. Jin, and B. Sendhoff, “Redundancy creates opportunity in developmental representations”, 2011 IEEE Symposium on Artificial Life (ALIFE), IEEE, 2011, pp.203-210.
Schramm, L., Jin, Y., Sendhoff, B.: Redundancy creates opportunity in developmental representations. 2011 IEEE Symposium on Artificial Life (ALIFE). p. 203-210. IEEE (2011).
Schramm, Lisa, Jin, Yaochu, and Sendhoff, Bernhard. “Redundancy creates opportunity in developmental representations”. 2011 IEEE Symposium on Artificial Life (ALIFE). IEEE, 2011. 203-210.
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