TY - GEN
T1 - Honest signaling in the cooperative search
AU - Siegelmann, Hava
AU - Kagan, Evgeny
AU - Ben-Gal, Irad
N1 - Publisher Copyright:
© Copyright 2015 IEEE All rights reserved.
PY - 2014
Y1 - 2014
N2 - We consider a foraging by a group of agents acting in heterogeneous environment, and suggest a new model of cooperative foraging, which implements biological signaling. In the model, the individual foraging follows Brownian walks and the Lévy flights with the varying parameters with respect to the observed states of the environment, and communication between the agents and their aggregation is defined on the basis of the Sir Philip Sidney game, which models the honest communication between animals. In our simulation, we find that a group of Brownian foragers with signaling behaves similarly to the group of Lévy flyers without signaling, and the resulting cooperative foraging outperforms the known models of foraging without signaling. We argue that it provides a simple yet competitive description of the observed behavior of the foraging animals.
AB - We consider a foraging by a group of agents acting in heterogeneous environment, and suggest a new model of cooperative foraging, which implements biological signaling. In the model, the individual foraging follows Brownian walks and the Lévy flights with the varying parameters with respect to the observed states of the environment, and communication between the agents and their aggregation is defined on the basis of the Sir Philip Sidney game, which models the honest communication between animals. In our simulation, we find that a group of Brownian foragers with signaling behaves similarly to the group of Lévy flyers without signaling, and the resulting cooperative foraging outperforms the known models of foraging without signaling. We argue that it provides a simple yet competitive description of the observed behavior of the foraging animals.
KW - Autonomous mobile agents
KW - Cooperative behavior
KW - Probabilistic local search
KW - Search and foraging
UR - http://www.scopus.com/inward/record.url?scp=84941254677&partnerID=8YFLogxK
U2 - 10.1109/EEEI.2014.7005774
DO - 10.1109/EEEI.2014.7005774
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AN - SCOPUS:84941254677
T3 - 2014 IEEE 28th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014
BT - 2014 IEEE 28th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 28th IEEE Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014
Y2 - 3 December 2014 through 5 December 2014
ER -