Honest signaling in the cooperative search

Hava Siegelmann, Evgeny Kagan, Irad Ben-Gal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

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.

Original languageEnglish
Title of host publication2014 IEEE 28th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479959877
DOIs
StatePublished - 2014
Event2014 28th IEEE Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014 - Eilat, Israel
Duration: 3 Dec 20145 Dec 2014

Publication series

Name2014 IEEE 28th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014

Conference

Conference2014 28th IEEE Convention of Electrical and Electronics Engineers in Israel, IEEEI 2014
Country/TerritoryIsrael
CityEilat
Period3/12/145/12/14

Keywords

  • Autonomous mobile agents
  • Cooperative behavior
  • Probabilistic local search
  • Search and foraging

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