Abstract
Agent-based approach is especially applicable and useful in modeling and simulation of social and biological systems and mechanisms. In this paper a formal agent-based model of sexual selection mechanism is presented. The paper includes results of simulation experiments aimed at showing whether sexual selection can trigger speciation processes and maintain genetic population diversity. We show that in certain conditions sexual selection mechanism and co-evolution of sexes resulting from it, can lead to formation of new species.
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References
Bäck, T., Fogel, D.B., Whitley, D., Angeline, P.J.: Mutation. In: Bäck, T., Fogel, D., Michalewicz, Z. (eds.) Handbook of Evolutionary Computation. IOP Publishing and Oxford University Press, Oxford (1997)
Booker, L.B., Fogel, D.B., Whitley, D., Angeline, P.J.: Recombination. In: Bäck, T., Fogel, D., Michalewicz, Z. (eds.) Handbook of Evolutionary Computation. IOP Publishing and Oxford University Press, Oxford (1997)
Cetnarowicz, K., Kisiel-Dorohinicki, M., Nawarecki, E.: The application of evolution process in multi-agent world to the prediction system. In: Tokoro, M. (ed.) Proceedings of the 2nd International Conference on Multi-Agent Systems (ICMAS 1996). AAAI Press, Menlo Park (1996)
Dreżewski, R.: A model of co-evolution in multi-agent system. In: Mar̆ík, V., Müller, J., Pĕchouček, M. (eds.) Multi-Agent Systems and Applications III, 3rd International Central and Eastern European Conference on Multi-Agent Systems, CEEMAS 2003, Prague, Czech Republic, June 16–18, 2003, Proceedings. LNCS, vol. 2691, pp. 314–323. Springer, Berlin (2003)
Dreżewski, R.: Co-evolutionary multi-agent system with speciation and resource sharing mechanisms. Comput. Inf. 25(4), 305–331 (2006)
Dreżewski, R.: Agent-based modeling and simulation of species formation processes. In: Alkhateeb, F., Al Maghayreh, E., Abu Doush, I. (eds.) Multi-Agent Systems – Modeling, Interactions, Simulations and Case Studies, pp. 3–28. InTech, Rijeka (2011)
Dreżewski, R., Sepielak, J.: Evolutionary system for generating investment strategies. In: M. Giacobini, et al. (ed.) Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, 26–28 March 2008. Proceedings. LNCS, vol. 4974, pp. 83–92. Springer, Berlin, Heidelberg (2008)
Dreżewski, R., Siwik, L.: Multi-objective optimization using co-evolutionary multi-agent system with host-parasite mechanism. In: Alexandrov, V.N., van Albada, G.D., Sloot, P.M.A., Dongarra, J. (eds.) Computational Science—ICCS 2006, 6th International Conference, Reading, UK, May 28–31, 2006, Proceedings, Part III. LNCS, vol. 3993, pp. 871–878. Springer, Berlin (2006)
Dreżewski, R., Siwik, L.: Multi-objective optimization technique based on co-evolutionary interactions in multi-agent system. In: Giacobini, M., et al. (eds.) Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. LNCS, vol. 4448, pp. 179–188. Springer, Berlin (2007)
Dreżewski, R., Siwik, L.: Agent-based co-operative co-evolutionary algorithm for multi-objective optimization. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) Artificial Intelligence and Soft Computing—ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22–26, 2008, Proceedings. LNCS, vol. 5097, pp. 388–397. Springer, Berlin (2008)
Epstein, J.M.: Generative Social Science. Studies in Agent-Based Computational Modeling. Princeton University Press, Princeton (2006)
Epstein, J.M., Axtell, R.: Growing Artificial Societes. Social Science from Bottom Up. Brookings Institution Press, The MIT Press, Washington, DC (1996)
Ferber, J.: Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence. Addison-Wesley, Boston (1999)
Gavrilets, S.: Models of speciation: what have we learned in 40 years? Evolution 57(10), 2197–2215 (2003)
Gilbert, N.: Agent-based models. SAGE Publications, London (2008)
Gilbert, N., Troitzsch, K.G.: Simulation for the social scientist. Open University Press, Buckingham (2005)
Krebs, J., Davies, N.: An Introduction to Behavioural Ecology. Blackwell Science Ltd, Oxford (1993)
Potter, M.A.: The design and analysis of a computational model of cooperative coevolution. Ph.D. thesis, George Mason University, Fairfax, Virginia (1997)
Uhrmacher, A.M., Weyns, D. (eds.): Multi-agent Systems. Simulation and Applications. CRC Press, Boca Raton (2009)
Ursem, R.K.: Multinational evolutionary algorithms. In: Angeline, P.J., Michalewicz, Z., Schoenauer, M., Yao, X., Zalzala, A. (eds.) Proceedings of the 1999 Congress on Evolutionary Computation (CEC-1999), pp. 1633–1640. IEEE Press, Piscataway (1999)
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This research was partially supported by Polish Ministry of Science and Higher Education under AGH University of Science and Technology Grant (statutory project).
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Dreżewski, R. (2015). Agent-Based Simulation Model of Sexual Selection Mechanism. In: Jezic, G., Howlett, R., Jain, L. (eds) Agent and Multi-Agent Systems: Technologies and Applications. Smart Innovation, Systems and Technologies, vol 38. Springer, Cham. https://doi.org/10.1007/978-3-319-19728-9_13
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DOI: https://doi.org/10.1007/978-3-319-19728-9_13
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