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Biomimetic Agent Based Modelling Using Male Frog Calling Behaviour as a Case Study

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8575))

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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References

  1. Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. Wiley (2007), http://www.amazon.ca/Developing-Multi-Agent-Systems-Fabio-Bellifemine/dp/0470057475/sr=8-1/qid=1170365284/ref=sr_1_1/702-0885532-1303250?ie=UTF8&s=books

  2. Brush, J.S., Narins, P.M.: Chorus dynamics of a netropical amphipian assemblage: Comparison of computer simulation and natural behaviour. Animal Behaviour (1989)

    Google Scholar 

  3. Gilbert, N.: Computer simulation of social processes. Social Research Update 6 (1994)

    Google Scholar 

  4. Grignard, A., Taillandier, P., Gaudou, B., Vo, D.A., Huynh, N.Q., Drogoul, A.: GAMA 1.6: Advancing the art of complex agent-based modeling and simulation. In: Boella, G., Elkind, E., Savarimuthu, B.T.R., Dignum, F., Purvis, M.K. (eds.) PRIMA 2013. LNCS, vol. 8291, pp. 117–131. Springer, Heidelberg (2013)

    Google Scholar 

  5. Ierusalimschy, R.: Lua 5.2 reference manual (2011–2013), http://www.lua.org/manual/5.2/ (online; accessed February 1, 2014)

  6. Joergensen, S.V., Demazeau, Y., Christensen-Dalsgaard, J., Hallam, J.: RANA, agent based real-time broadcasting simulation framework (2013-2014), https://github.com/sojoe02/RANA (online; accessed January 24, 2014)

  7. Joergensen, S.V., Demazeau, Y., Christensen-Dalsgaard, J., Hallam, J.: RANA visualizer an agent event visualization framework (2013-2014), https://github.com/sojoe02/Kasterborous_Visualizer/ (online; accessed January 24, 2014)

  8. Kaiser, B.A., Burnett, K.M.: Economic impacts of e. coqui frogs in hawaii. 2006 Annual meeting, July 23-26, Long Beach, CA 21313. American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) (2006), http://ideas.repec.org/p/ags/aaea06/21313.html

  9. Lesins, G., Higuclu, K.: Agent based modelling of caribou environmental interactions in the Canadian arctic. The International Environmental Modelling and Software Society (2010)

    Google Scholar 

  10. Lucas, J.R., Howard, R.D., Palmer, J.G.: Callers and satellites: Chorus behaviour in anurans as a stochastic dynamic game. Animal Behaviour (1993)

    Google Scholar 

  11. Phelps, S.M.: History’s Lessons, A Neural Network Approach to Receiver Biases and the Evolution of Communication, pp. 67–78. Smithsonian Instituion Press, Washington (2001)

    Google Scholar 

  12. North, M.J., Nicholson, C.T., Ozik, J., Tatara, E.R., Macal, C.M., Bragen, M., Sydelko, P.: Complex adaptive systems modeling with Repast Simphony (2013), http://link.springer.com/article/10.1186/2194-3206-1-3/fulltext.html (online; accessed February 3, 2014)

  13. Phelps, S.M., Ryan, M.J.: Neural networks predict response biases of female túngara frogs. Proceedings of the Biological Sciences / The Royal Society 265(1393), 279–285 (1998), http://dx.doi.org/10.1098/rspb.1998.0293

    Article  Google Scholar 

  14. Reynolds, C.W.: Flocks, herds and schools: A distributed behavioural model, in computer graphics. SIGGRAPH, 25–34 (1987)

    Google Scholar 

  15. Tisue, S., Wilensky, U.: Netlogo: A simple environment for modeling complexity. In: International Conference on Complex Systems, pp. 16–21 (2004)

    Google Scholar 

  16. Wells, K.D., Swartz, J.J.: The Behavioral Ecology of Anuran Communication, pp. 44–89. Springer Handbook of Auditory Research (2006)

    Google Scholar 

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Jørgensen, S.V., Demazeau, Y., Christensen-Dalsgaard, J., Hallam, J. (2014). Biomimetic Agent Based Modelling Using Male Frog Calling Behaviour as a Case Study. In: del Pobil, A.P., Chinellato, E., Martinez-Martin, E., Hallam, J., Cervera, E., Morales, A. (eds) From Animals to Animats 13. SAB 2014. Lecture Notes in Computer Science(), vol 8575. Springer, Cham. https://doi.org/10.1007/978-3-319-08864-8_9

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  • DOI: https://doi.org/10.1007/978-3-319-08864-8_9

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-08863-1

  • Online ISBN: 978-3-319-08864-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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