Abstract
Social isolation, also known as “social withdrawal” occurs when a person is away from their environment completely involuntarily but might think otherwise. This condition occurs in people of all ages and can be a result of traumatic events in their history, such as being the victim of bullying or as part of any medical condition, such as depression. In this research we try to explain this social concept using a novel Bioinspired Algorithm named Firework Algorithm. Four minority groups in Chihuahua, have high levels of social isolation, thereby generating between different situations, principally school drop due to the lack of equal opportunities for the majority group. This research seeks to elucidate the reasons why it happens this by simulating social behavior. As future work, the research will be replicated in Aguascalientes.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Techferry Company, consulted September 10, 2015. http://www.techferry.com/articles/swarm-intelligence.html
Krivan, V.: Dynamic ideal free distribution: effects of optimal patch choice on predator-prey dynamics A. Nature 149, 164–178 (1997)
Lina, S.L.: Putting predators back into behavioral predator-prey interactions. Trends Ecol. Evol. 17, 70–75 (2002)
Liu, J., Zheng, S., Tan, Y.: Analysis on global convergence and time complexity of fireworks algorithm. IEEE Congress on Evolutionary Computation 2014, pp. 3207–3213
Liu, J., Zheng, S., Tan, Y.: Adaptive fireworks algorithm. IEEE Congress on Evolutionary Computation 2014, pp. 3214–3221
Zheng, S., Janecek, A., Li, J., Tan, Y.: Dynamic search in fireworks algorithm. IEEE Congress on Evolutionary Computation 2014, pp. 3222–3229
Thomas, C.D.: Predator-herbivore interactions and the escape of isolated plants from phytophagous insects. Oikos 55, 291–298 (1989)
Van Baalen, M., Sabelis, M.W.: Coevolution of patch selection strategies of predator and prey and the consequences for ecological stability. Am. Nat. 142, 646–670 (1993)
Parker, G.A.: Sexual selection and sexual conflict. In: Blum, M.A., Blum, N.A. (eds.) Reproductive Competition and Sexual selection. Academic Press, New York, pp. 124–166 (1979)
Sih, A., McCarthy, T.M.: Prey responses to pulses of risk versus pulses of safety: testing the risk allocation hypothesis. Anim. Behav. 63, 437–443 (2002)
Stiling, P.D.: The frequency of density-dependence in social conflicts. Soc. Modell. J. 21, 844–856 (1987)
Ochoa, A., Quezada, S., Ponce, J., Ornelas, F., Torres, D., Correa, C., de la Torre, D., Meza, M.: From Russia with Disdain: simulating a civil war by means of predator/prey game and cultural algorithms. In: Sidorov, G. (ed.) Artificial Intelligence for Humans: Service Robots and Social Modeling, Oct 2008, Mexico (2008). 978-6-07000-478-0 137–145
Cruz-Álvarez, V.R., Montes-Gonzalez, F., Ochoa, A., Palacios-Leyva, R.E.: Distribution and selection of colors on a diorama to represent social issues using cultural algorithms and graph coloring. DCAI 2012:57–64
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Margain, L. et al. (2016). Understanding the Consequences of Social Isolation Using Fireworks Algorithm. In: Snášel, V., Abraham, A., Krömer, P., Pant, M., Muda, A. (eds) Innovations in Bio-Inspired Computing and Applications. Advances in Intelligent Systems and Computing, vol 424. Springer, Cham. https://doi.org/10.1007/978-3-319-28031-8_25
Download citation
DOI: https://doi.org/10.1007/978-3-319-28031-8_25
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-28030-1
Online ISBN: 978-3-319-28031-8
eBook Packages: EngineeringEngineering (R0)