Biomimetic agent based modelling using male Frog calling behaviour as a case study

Søren V. Jørgensen*, Yves Demazeau, Jakob Christensen-Dalsgaard, John Hallam

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Resumé

A new agent-based modelling tool has been developed to allow the modelling of populations of individuals whose interactions are characterised by tightly timed dynamics. The tool was developed to model male frog calling dynamics, to facilitate research into what local rules may be employed by individuals to generate their observed population behaviour. A number of existing agent-modelling frameworks are considered, but none have the ability to handle large numbers of time-dependent event-generating agents; hence the construction of a new tool, RANA. The calling behaviour of the Puerto Rican Tree Frog, E. coqui, is implemented as a case study for the presentation and discussion of the tool, and results from this model are presented. RANA, in its present stage of development, is shown to be able to handle the problem of modelling calling frogs, and several fruitful extensions are proposed and motivated.

OriginalsprogEngelsk
TitelFrom Animals to Animats 13 : 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings
RedaktørerAngel P. del Pobil et al.
ForlagSpringer
Publikationsdato2014
Sider88-97
ISBN (Trykt)978-3-319-08863-1
ISBN (Elektronisk)978-3-319-08864-8
DOI
StatusUdgivet - 2014
NavnLecture Notes in Computer Science
Vol/bind8575
ISSN0302-9743

Fingeraftryk

Biomimetics

Citer dette

Jørgensen, S. V., Demazeau, Y., Christensen-Dalsgaard, J., & Hallam, J. (2014). Biomimetic agent based modelling using male Frog calling behaviour as a case study. I A. P. del Pobil et al. (red.), From Animals to Animats 13: 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings (s. 88-97). Springer. Lecture Notes in Computer Science, Bind. 8575 https://doi.org/10.1007/978-3-319-08864-8-9
Jørgensen, Søren V. ; Demazeau, Yves ; Christensen-Dalsgaard, Jakob ; Hallam, John. / Biomimetic agent based modelling using male Frog calling behaviour as a case study. From Animals to Animats 13: 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings. red. / Angel P. del Pobil et al. Springer, 2014. s. 88-97 (Lecture Notes in Computer Science, Bind 8575).
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title = "Biomimetic agent based modelling using male Frog calling behaviour as a case study",
abstract = "A new agent-based modelling tool has been developed to allow the modelling of populations of individuals whose interactions are characterised by tightly timed dynamics. The tool was developed to model male frog calling dynamics, to facilitate research into what local rules may be employed by individuals to generate their observed population behaviour. A number of existing agent-modelling frameworks are considered, but none have the ability to handle large numbers of time-dependent event-generating agents; hence the construction of a new tool, RANA. The calling behaviour of the Puerto Rican Tree Frog, E. coqui, is implemented as a case study for the presentation and discussion of the tool, and results from this model are presented. RANA, in its present stage of development, is shown to be able to handle the problem of modelling calling frogs, and several fruitful extensions are proposed and motivated.",
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Jørgensen, SV, Demazeau, Y, Christensen-Dalsgaard, J & Hallam, J 2014, Biomimetic agent based modelling using male Frog calling behaviour as a case study. i AP del Pobil et al. (red.), From Animals to Animats 13: 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings. Springer, Lecture Notes in Computer Science, bind 8575, s. 88-97. https://doi.org/10.1007/978-3-319-08864-8-9

Biomimetic agent based modelling using male Frog calling behaviour as a case study. / Jørgensen, Søren V.; Demazeau, Yves; Christensen-Dalsgaard, Jakob; Hallam, John.

From Animals to Animats 13: 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings. red. / Angel P. del Pobil et al. Springer, 2014. s. 88-97 (Lecture Notes in Computer Science, Bind 8575).

Publikation: Bidrag til bog/antologi/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

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AB - A new agent-based modelling tool has been developed to allow the modelling of populations of individuals whose interactions are characterised by tightly timed dynamics. The tool was developed to model male frog calling dynamics, to facilitate research into what local rules may be employed by individuals to generate their observed population behaviour. A number of existing agent-modelling frameworks are considered, but none have the ability to handle large numbers of time-dependent event-generating agents; hence the construction of a new tool, RANA. The calling behaviour of the Puerto Rican Tree Frog, E. coqui, is implemented as a case study for the presentation and discussion of the tool, and results from this model are presented. RANA, in its present stage of development, is shown to be able to handle the problem of modelling calling frogs, and several fruitful extensions are proposed and motivated.

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Jørgensen SV, Demazeau Y, Christensen-Dalsgaard J, Hallam J. Biomimetic agent based modelling using male Frog calling behaviour as a case study. I del Pobil et al. AP, red., From Animals to Animats 13: 13th International Conference on Simulation of Adaptive Behavior, SAB 2014, Castellón, Spain, July 22-25, 2014. Proceedings. Springer. 2014. s. 88-97. (Lecture Notes in Computer Science, Bind 8575). https://doi.org/10.1007/978-3-319-08864-8-9