[Seminars] PSB event reminder
contact at psb.vib-ugent.be
contact at psb.vib-ugent.be
Wed Sep 18 14:10:01 CEST 2013
Calendar Name: seminars
Scheduled for: Friday, September 20 2013, 14:00 - 15:30
Event text: Prof Yves Van de Peer
VIB, Dept. of Plant Systems Biology
Ghent University
Gent
BELGIUM
Details: "I, robot. Using novel bio-inspired principles to
improve adaptability of evolutionary robots in
dynamically changing environments"
ABSTRACT
One of the important challenges in the field of
evolutionary robotics is the development of systems that
can adapt to changing environments. However, adaptation
to a changing or fluctuating environment, characteristic
of a complex adaptive system (CAS), is not
straightforward and usually requires a dynamic and
preferentially robust solution. In this study, we
explore the adaptive potential of simulated robots that
contain a genomic encoding of a gene regulatory network
(GRN). This hard-wired (static) genomic encoding is
combined with an agent-based system, which transduces
environmental cues into phenotypic behaviour. Using a
simulation framework that mimics a dynamically changing
environment, we demonstrate that the combination of a
genomic encoding of the GRN and an agent based system
has several advantages over more traditional approaches.
Indeed, separating the static from the conditionally
active part of the network allows changes to affect
parts of the static network, generating diversity that
might later prove beneficial in a different environment,
while not affecting the part of the GRN that is
currently active. Furthermore, beneficial network
re-wiring in the static genome provides a memory imprint
that allows faster re-adaptation to a situation
encountered previously. Applying these
evolutionary-based principles increases the potential to
evolve and adapt in a non-stable environment.
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <https://maillist.psb.ugent.be/mailman/private/seminars/attachments/20130918/137215c6/attachment.html>
More information about the Seminars
mailing list