DocumentCode :
1793290
Title :
Honest signaling in the cooperative search
Author :
Siegelmann, Hava ; Kagan, Evgeny ; Ben-Gal, Irad
Author_Institution :
Univ. of Massachusetts, Amherst, MA, USA
fYear :
2014
fDate :
3-5 Dec. 2014
Firstpage :
1
Lastpage :
5
Abstract :
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.
Keywords :
biology; game theory; multi-agent systems; random processes; Brownian walks; Lévy flights; Sir Philip Sidney game; biological signaling; cooperative foraging; cooperative search; Animals; Biological system modeling; Educational institutions; Games; Sensors; Trajectory; Search and foraging; autonomous mobile agents; cooperative behavior; probabilistic local search;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical & Electronics Engineers in Israel (IEEEI), 2014 IEEE 28th Convention of
Conference_Location :
Eilat
Print_ISBN :
978-1-4799-5987-7
Type :
conf
DOI :
10.1109/EEEI.2014.7005774
Filename :
7005774
Link To Document :
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