TY - GEN
T1 - Seeking open-ended evolution in swarm chemistry
AU - Sayama, Hiroki
PY - 2011
Y1 - 2011
N2 - This paper reports several new simulation results obtained with the revised Swarm Chemistry model. The model extensions included local transmission of recipes (kinetic rules) between particles, their stochastic differentiation, and competition and mutation of recipes. These extensions aimed to make the swarms capable of demonstrating open-ended evolution. The results indicated that "cooperation" among particles is essential for creating and maintaining macroscopic coherent structures, and that high mutation rates and dynamic environmental conditions may promote continuing evolutionary changes.
AB - This paper reports several new simulation results obtained with the revised Swarm Chemistry model. The model extensions included local transmission of recipes (kinetic rules) between particles, their stochastic differentiation, and competition and mutation of recipes. These extensions aimed to make the swarms capable of demonstrating open-ended evolution. The results indicated that "cooperation" among particles is essential for creating and maintaining macroscopic coherent structures, and that high mutation rates and dynamic environmental conditions may promote continuing evolutionary changes.
UR - https://www.scopus.com/pages/publications/80051658547
U2 - 10.1109/ALIFE.2011.5954667
DO - 10.1109/ALIFE.2011.5954667
M3 - Conference contribution
SN - 9781612840635
T3 - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life
SP - 186
EP - 193
BT - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011
T2 - Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011
Y2 - 11 April 2011 through 15 April 2011
ER -