Skip to main content

2016 | OriginalPaper | Buchkapitel

Handling the Complexity of Predator-Prey Systems: Managerial Decision Making in Urban Economic Development and Sustainable Harvesting

verfasst von : Birgit Bednar-Friedl, Doris A. Behrens, Dieter Grass, Olivia Koland, Ulrike Leopold-Wildburger

Erschienen in: Dynamic Perspectives on Managerial Decision Making

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper we deal with complex systems and how to handle them. We focus on a well-known class of dynamical systems, namely predator-prey models, firstly by applying this type of model to urban economic development and secondly by testing models in an experimental setting in order to ascertain how successful human decision makers are in managing such a system. Regarding urban economic development, we illustrate that residential density and air pollution can be understood in terms of a predator-prey model and show how pollution control affects the level of the long-run equilibrium and the transition path towards it. We do this to support the understanding of how urban economic development works today and how it can be managed by decision makers via different interventions to improve the quality of living in urban areas. Regarding the task of handling predator-prey systems, we analyse the results of an experimental study in which participants take the role of a decision maker who seeks to maximise revenues from simultaneously harvesting a prey and a predator species while avoiding their overexploitation. We find that participants fall significantly shorter of the optimal strategy when the price assigned to the predator species is very high, compared to the price assigned to the prey species, in contrast to the case where the price difference is smaller. We offer several explanations for this observation that shed light on the human capability to handle predator-prey systems in general.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
The dominant modelling approach for UED management problems has focused on the spatial distribution of population and economic activity between the centre and the surroundings of a city (as e.g. in the New Economic Geography, cf. Fujita et al. 1999; Brakman et al. 2001). For a New Economic Geography based model of urban settlement structure, commuting and local environmental quality see Koland (2010) and Bednar-Friedl et al. (2011). We abstain here from the regional aspect in favour of understanding the intertemporal evolution of urban economic development and investigate the associated problem as one that progresses over time (but not in space).
 
2
Data source: Präsidialabteilung of the City of Graz.
 
3
Traffic volume causes half of the particulate matter emissions in Graz (39 % in winter season), followed by the emissions from industry and commerce (27 %; 22 % in winter) and domestic heating (23 %; 39 % in winter) (Heiden et al. 2008).
 
4
Data sources: own calculations based on data supplied by Statistics Austria, the Federal Office for Metrology and Surveying (BEV) and the Environment Agency Austria (UBA). See Table 4 in the Appendix for more details.
 
5
Data sources: Regional Government of Styria, Department of Air Monitoring; the Austrian Federal Economic Chamber, Association of Real Estate and Asset Trustees; Statistics Austria; Regional Statistics Styria; own calculations based on data supplied by the Federal Office for Metrology and Surveying (BEV) and the Environment Agency Austria (UBA). See also Table 5 in the Appendix for more details.
 
6
For PM10, the EU’s clean air policy imposes a limit of 50 μg/m3 of air for the daily average value. This limit may be exceeded by up to 35 days per year (25 days according to IG-L, the Pollution Protection Act/Air for Austria).
 
7
It is plausible to assume that these two parameters are exogenous: According to the environmental psychological literature, both heating and mobility behaviour show high habitual continuity, resulting in temporal stability and resistance to change (Klöckner and Matthies 2004; Verplanken 2006). Often, it takes a biographical event to revise habitual mobility patterns, such as moving to a new house or city (Bamberg et al. 2003; Scheiner 2007). Regarding the pollution control variable, it is also a well-founded assumption that the urban planner takes his or her decision based on observing the urban system, yet in a discrete way because e.g. laws regulating speed limits or driving bans need to be passed by the city authorities.
 
8
An alternative interpretation of y and x would be an ecosystem that consists of populations of foxes and rabbits.
 
Literatur
Zurück zum Zitat Bamberg, S., Rölle, D., & Weber, C. (2003). Does habitual car use not lead to more resistance to change of travel mode? Transportation, 30, 97–108.CrossRef Bamberg, S., Rölle, D., & Weber, C. (2003). Does habitual car use not lead to more resistance to change of travel mode? Transportation, 30, 97–108.CrossRef
Zurück zum Zitat Becker, O., & Leopold-Wildburger, U. (1995). Some new Lotka-Volterra experiments. In U. A. Kleinschmidt (Ed.), Operation research proceedings (pp. 482–486). Berlin: Springer. Becker, O., & Leopold-Wildburger, U. (1995). Some new Lotka-Volterra experiments. In U. A. Kleinschmidt (Ed.), Operation research proceedings (pp. 482–486). Berlin: Springer.
Zurück zum Zitat Becker, O., Leopold-Wildburger, U., & Schütze, J. (2004). Some New Lotka-Volterra experiments. Central European Journal of Operations Research, 12, 187–196. Becker, O., Leopold-Wildburger, U., & Schütze, J. (2004). Some New Lotka-Volterra experiments. Central European Journal of Operations Research, 12, 187–196.
Zurück zum Zitat Becker, G. S., & Murphy, K. M. (1988). A theory of rational addiction. Journal of Political Economy, 96, 675–700.CrossRef Becker, G. S., & Murphy, K. M. (1988). A theory of rational addiction. Journal of Political Economy, 96, 675–700.CrossRef
Zurück zum Zitat Bednar-Friedl, B., Koland, O., & Steininger, K. (2011). Urban sprawl and policy responses: A general equilibrium analysis of residential choice. Journal of Environmental Planning and Management, 54(1), 145–168.CrossRef Bednar-Friedl, B., Koland, O., & Steininger, K. (2011). Urban sprawl and policy responses: A general equilibrium analysis of residential choice. Journal of Environmental Planning and Management, 54(1), 145–168.CrossRef
Zurück zum Zitat Begon, M., Harper, J. L., & Townsend, C. R. (1996). Ecology. In Individuals, populations and communities (3rd ed.). Malden, Oxford: Blackwell. Begon, M., Harper, J. L., & Townsend, C. R. (1996). Ecology. In Individuals, populations and communities (3rd ed.). Malden, Oxford: Blackwell.
Zurück zum Zitat Behrens, D. A., Feichtinger, G., & Prskawetz, A. (1997). Complex dynamics and control of arms race. European Journal of Operations Research, 100(1), 192–215.CrossRef Behrens, D. A., Feichtinger, G., & Prskawetz, A. (1997). Complex dynamics and control of arms race. European Journal of Operations Research, 100(1), 192–215.CrossRef
Zurück zum Zitat Brakman, S., Garretsen, H., & van Marrewijk, C. (2001). An introduction to geographical economics. Cambridge: Cambridge University Press.CrossRef Brakman, S., Garretsen, H., & van Marrewijk, C. (2001). An introduction to geographical economics. Cambridge: Cambridge University Press.CrossRef
Zurück zum Zitat Brander, J. A., & Taylor, M. S. (1998). The simple economics of Easter Island: A Ricardo-Malthus model of renewable resource use. American Economic Review, 88(1), 119–138. Brander, J. A., & Taylor, M. S. (1998). The simple economics of Easter Island: A Ricardo-Malthus model of renewable resource use. American Economic Review, 88(1), 119–138.
Zurück zum Zitat Breheny, M. J. (1992). Sustainable development and urban form: An introduction. In M. J. Breheny (Ed.), Sustainable development and urban form (pp. 1–24). London: Pion Limited. Breheny, M. J. (1992). Sustainable development and urban form: An introduction. In M. J. Breheny (Ed.), Sustainable development and urban form (pp. 1–24). London: Pion Limited.
Zurück zum Zitat Camagni, R. (1992). Economia Urbana. Rome: La Nuova Italia Scientifica. Camagni, R. (1992). Economia Urbana. Rome: La Nuova Italia Scientifica.
Zurück zum Zitat Capello, R., & Faggian, A. (2002). An economic-ecological model of urban growth and urban externalities: empirical evidence from Italy. Ecological Economics, 40(2), 181–198.CrossRef Capello, R., & Faggian, A. (2002). An economic-ecological model of urban growth and urban externalities: empirical evidence from Italy. Ecological Economics, 40(2), 181–198.CrossRef
Zurück zum Zitat Christiaans, T., Eichner, T., & Pethig, R. (2007). Optimal pest control in agriculture. Journal of Economic Dynamics and Control, 31(12), 3965–3985.CrossRef Christiaans, T., Eichner, T., & Pethig, R. (2007). Optimal pest control in agriculture. Journal of Economic Dynamics and Control, 31(12), 3965–3985.CrossRef
Zurück zum Zitat Clark, C. W. (2010). Mathematical bioeconomics: The economics of conservation (3rd ed.). Hoboken, NJ: Wiley. Clark, C. W. (2010). Mathematical bioeconomics: The economics of conservation (3rd ed.). Hoboken, NJ: Wiley.
Zurück zum Zitat Coffey, D. S. (1998). Self-organization, complexity and chaos: The new biology for medicine. Nature Medicine, 4, 882–885.CrossRef Coffey, D. S. (1998). Self-organization, complexity and chaos: The new biology for medicine. Nature Medicine, 4, 882–885.CrossRef
Zurück zum Zitat Conrad, J. M. (1999). Resource economics. Cambridge, MA: Cambridge University Press.CrossRef Conrad, J. M. (1999). Resource economics. Cambridge, MA: Cambridge University Press.CrossRef
Zurück zum Zitat Dendrinos, D. S., & Mullally, H. (1983). Optimum control in nonlinear ecological dynamics of metropolitan areas. Environment and Planning A, 15(4), 543–550.CrossRef Dendrinos, D. S., & Mullally, H. (1983). Optimum control in nonlinear ecological dynamics of metropolitan areas. Environment and Planning A, 15(4), 543–550.CrossRef
Zurück zum Zitat Dockner, E. J., & Feichtinger, G. (1993). Cyclical consumption patterns and rational addiction. American Economic Review, 83, 256–263. Dockner, E. J., & Feichtinger, G. (1993). Cyclical consumption patterns and rational addiction. American Economic Review, 83, 256–263.
Zurück zum Zitat Dörner, D. (1989). Die Logik des Mißlingens: Strategisches Denken in komplexen Situationen. Rowohlt, Berlin Dörner, D. (1989). Die Logik des Mißlingens: Strategisches Denken in komplexen Situationen. Rowohlt, Berlin
Zurück zum Zitat Dörner, D. (1996). The logic of failure: Recognizing and avoiding error in complex situations. Metropolitan books, New York Dörner, D. (1996). The logic of failure: Recognizing and avoiding error in complex situations. Metropolitan books, New York
Zurück zum Zitat Dörner, K. F., Gendreau, M., Greistorfer, P., Gutjahr, W. J., Hartl, R. F., & Reimann, M. (Eds.). (2007). Metaheuristics: Progress in complex systems optimization. Operations Research/Computer Science Interfaces Series. Springer Science+Business Media, Berlin, Heidelberg. Dörner, K. F., Gendreau, M., Greistorfer, P., Gutjahr, W. J., Hartl, R. F., & Reimann, M. (Eds.). (2007). Metaheuristics: Progress in complex systems optimization. Operations Research/Computer Science Interfaces Series. Springer Science+Business Media, Berlin, Heidelberg.
Zurück zum Zitat Fehr, E., & Zych, P. K. (1998). Do addicts behave rationally? The Scandinavian Journal of Economics, 100, 643–661. Fehr, E., & Zych, P. K. (1998). Do addicts behave rationally? The Scandinavian Journal of Economics, 100, 643–661.
Zurück zum Zitat Friedl, B., & Behrens, D. A. (2007). Balancing recreation and wildlife conservation of charismatic species. In A. Kontoleon, U. Pascual, & T. Swanson (Eds.), Biodiversity economics: Principles, methods and applications (pp. 531–556). Cambridge: Cambridge University Press. Friedl, B., & Behrens, D. A. (2007). Balancing recreation and wildlife conservation of charismatic species. In A. Kontoleon, U. Pascual, & T. Swanson (Eds.), Biodiversity economics: Principles, methods and applications (pp. 531–556). Cambridge: Cambridge University Press.
Zurück zum Zitat Fritsch, J., & Siegelmann, S. (2006). Modellierung und Optimierung einer interaktiven Ressourcenplanung. Neubiberg, Germany: Studienarbeit an der Universität der Bundeswehr. Fritsch, J., & Siegelmann, S. (2006). Modellierung und Optimierung einer interaktiven Ressourcenplanung. Neubiberg, Germany: Studienarbeit an der Universität der Bundeswehr.
Zurück zum Zitat Fujita, M., Krugman, P., & Venables, A. J. (1999). The spatial economy: Cities, regions, and international trade. Cambridge, MA: MIT Press. Fujita, M., Krugman, P., & Venables, A. J. (1999). The spatial economy: Cities, regions, and international trade. Cambridge, MA: MIT Press.
Zurück zum Zitat Glaeser, E. L., & Kahn, M. E. (2003). Sprawl and urban growth. Cambridge, MA: Harvard Institute of Economic Research, Harvard University.CrossRef Glaeser, E. L., & Kahn, M. E. (2003). Sprawl and urban growth. Cambridge, MA: Harvard Institute of Economic Research, Harvard University.CrossRef
Zurück zum Zitat Goodwin, R. M. (1951). The non-linear accelerator and the persistence of the business cycle. Econometrica, 19(1), 1–17.CrossRef Goodwin, R. M. (1951). The non-linear accelerator and the persistence of the business cycle. Econometrica, 19(1), 1–17.CrossRef
Zurück zum Zitat Goodwin, R. M. (1967). A growth cycle. In C. H. Feinstein (Ed.), Socialism, capitalism and economic growth (pp. 54–58). Cambridge: Cambridge University Press. Goodwin, R. M. (1967). A growth cycle. In C. H. Feinstein (Ed.), Socialism, capitalism and economic growth (pp. 54–58). Cambridge: Cambridge University Press.
Zurück zum Zitat Grabner, C., Hahn, H., Leopold-Wildburger, U., & Pickl, S. (2009). Analyzing the sustainability of harvesting behaviour and the relationship to personality traits in a simulated Lotka-Volterra biotope. European Journal of Operations Research, 193(3), 761–768.CrossRef Grabner, C., Hahn, H., Leopold-Wildburger, U., & Pickl, S. (2009). Analyzing the sustainability of harvesting behaviour and the relationship to personality traits in a simulated Lotka-Volterra biotope. European Journal of Operations Research, 193(3), 761–768.CrossRef
Zurück zum Zitat Grippa, P., Behrens, D. A., Bettstetter, C., & Wall, F. (2014). Job selection in a network of autonomous UAVs for delivery of goods. arXiv preprint arXiv:1604.04180. Grippa, P., Behrens, D. A., Bettstetter, C., & Wall, F. (2014). Job selection in a network of autonomous UAVs for delivery of goods. arXiv preprint arXiv:1604.04180.
Zurück zum Zitat Gyourko, J., Khan, M. E., & Tracy, J. (1999). Quality of life and environmental comparisons. In E. S. Mills & P. Cheshire (Eds.), The handbook of regional and urban economics (Vol. 3, pp. 1413–1454). Amsterdam: North-Holland. Gyourko, J., Khan, M. E., & Tracy, J. (1999). Quality of life and environmental comparisons. In E. S. Mills & P. Cheshire (Eds.), The handbook of regional and urban economics (Vol. 3, pp. 1413–1454). Amsterdam: North-Holland.
Zurück zum Zitat Hager, M., Neck, R., & Behrens, D. A. (2001). Solving dynamic macroeconomic policy games using the algorithm OPTGAME 1.0. Optimal Control Applications & Methods, 22(5–6), 301–332.CrossRef Hager, M., Neck, R., & Behrens, D. A. (2001). Solving dynamic macroeconomic policy games using the algorithm OPTGAME 1.0. Optimal Control Applications & Methods, 22(5–6), 301–332.CrossRef
Zurück zum Zitat von Hayek, F. A. (1937). Economics and knowledge. Economica 4, 33–54. von Hayek, F. A. (1937). Economics and knowledge. Economica 4, 33–54.
Zurück zum Zitat Heiden, B., Henn, M., Hinterhofer, M., Schechtner, O., & Zelle, K. (2008). Endbericht Emissionskataster Graz 2001, erstellt im Auftrag der Steiermärkischen Landesregierung. Forschungsgesellschaft für Verbrennungskraftmaschinen und Thermodynamik mbH (FVT) und Arbeitsgemeinschaft für Dokumentations-, Informations- und Planungssysteme, Graz. Heiden, B., Henn, M., Hinterhofer, M., Schechtner, O., & Zelle, K. (2008). Endbericht Emissionskataster Graz 2001, erstellt im Auftrag der Steiermärkischen Landesregierung. Forschungsgesellschaft für Verbrennungskraftmaschinen und Thermodynamik mbH (FVT) und Arbeitsgemeinschaft für Dokumentations-, Informations- und Planungssysteme, Graz.
Zurück zum Zitat Holling, C. S. (1959). The components of predation as revealed by a study of small-mammal predation of the European Pine Sawfly. The Canadian Entomologist, 151, 293–320.CrossRef Holling, C. S. (1959). The components of predation as revealed by a study of small-mammal predation of the European Pine Sawfly. The Canadian Entomologist, 151, 293–320.CrossRef
Zurück zum Zitat Kauffman, S. A. (1993). The origin of order: Self-organization and selection in evolution. Oxford: Oxford University Press. Kauffman, S. A. (1993). The origin of order: Self-organization and selection in evolution. Oxford: Oxford University Press.
Zurück zum Zitat Klöckner, C., & Matthies, E. (2004). How habits interfere with norm-directed behaviour: A normative decision making model for travel mode choice. Journal of Environmental Psychology, 24, 319–327.CrossRef Klöckner, C., & Matthies, E. (2004). How habits interfere with norm-directed behaviour: A normative decision making model for travel mode choice. Journal of Environmental Psychology, 24, 319–327.CrossRef
Zurück zum Zitat Koland, O. (2010). Urban sprawl and policy responses: A general equilibrium analysis of residential choice in a new economic geography framework. Doctoral Thesis, Karl-Franzens-Universität Graz, Austria. Koland, O. (2010). Urban sprawl and policy responses: A general equilibrium analysis of residential choice in a new economic geography framework. Doctoral Thesis, Karl-Franzens-Universität Graz, Austria.
Zurück zum Zitat Künzli, N., Kaiser, R., Medina, S., Studnicka, M., Chanel, O., Filliger, P., et al. (2000). Public-health impact of outdoor and traffic-related air pollution: A European assessment. The Lancet, 356 (9232), 795–801. Künzli, N., Kaiser, R., Medina, S., Studnicka, M., Chanel, O., Filliger, P., et al. (2000). Public-health impact of outdoor and traffic-related air pollution: A European assessment. The Lancet, 356 (9232), 795–801.
Zurück zum Zitat Lehn, J.-M. (2002). Towards complex matter: Supramolecular chemistry and self-organization. Proceedings of the National Academy of Sciences of the United States of America, 99(8), 4763–4768.CrossRef Lehn, J.-M. (2002). Towards complex matter: Supramolecular chemistry and self-organization. Proceedings of the National Academy of Sciences of the United States of America, 99(8), 4763–4768.CrossRef
Zurück zum Zitat Leitner, S., & Behrens, D. A. (2015a). On the fault (in)tolerance of coordination mechanisms for distributed investment decisions. Central European Journal of Operations Research, 23(1), 251–278.CrossRef Leitner, S., & Behrens, D. A. (2015a). On the fault (in)tolerance of coordination mechanisms for distributed investment decisions. Central European Journal of Operations Research, 23(1), 251–278.CrossRef
Zurück zum Zitat Leitner, S., & Behrens, D. A. (2015b). On the effectiveness of hurdle rate based coordination mechanisms. Mathematical and Computer Modelling of Dynamical Systems 21(5), 413–431. Leitner, S., & Behrens, D. A. (2015b). On the effectiveness of hurdle rate based coordination mechanisms. Mathematical and Computer Modelling of Dynamical Systems 21(5), 413–431.
Zurück zum Zitat Lotka, A. J. (1925). Elements of physical biology. Baltimore: Williams and Wilkins. Lotka, A. J. (1925). Elements of physical biology. Baltimore: Williams and Wilkins.
Zurück zum Zitat Ludlow, R. F., & Otto, S. (2008). Systems chemistry. Chemical Society Reviews, 37(1), 101–108.CrossRef Ludlow, R. F., & Otto, S. (2008). Systems chemistry. Chemical Society Reviews, 37(1), 101–108.CrossRef
Zurück zum Zitat Magistrat, G. (2009, 2013). LQI Bevölkerungsbefragung 2009 und 2013, Ergebnisse Graz. Magistrat Graz Präsidialamt. Magistrat, G. (2009, 2013). LQI Bevölkerungsbefragung 2009 und 2013, Ergebnisse Graz. Magistrat Graz Präsidialamt.
Zurück zum Zitat McConnell, R., Berhane, K., Yao, L., Jerrett, M., Lurmann, F., Gilliland, F., et al. (2006). Traffic, susceptibility, and childhood asthma. Environmental Health Perspectives, 114(5), 766–772. McConnell, R., Berhane, K., Yao, L., Jerrett, M., Lurmann, F., Gilliland, F., et al. (2006). Traffic, susceptibility, and childhood asthma. Environmental Health Perspectives, 114(5), 766–772.
Zurück zum Zitat Murr, L. E., & Garza, K. M. (2009). Natural and anthropogenic environmental nanoparticulates: Their microstructural characterization and respiratory health implications. Atmospheric Environment, 43, 2683–2692.CrossRef Murr, L. E., & Garza, K. M. (2009). Natural and anthropogenic environmental nanoparticulates: Their microstructural characterization and respiratory health implications. Atmospheric Environment, 43, 2683–2692.CrossRef
Zurück zum Zitat Neck, R., & Behrens, D. A. (2004). Macroeconomic policies in a monetary union: a dynamic game. Central European Journal of Operations Research, 12(2), 171–186. Neck, R., & Behrens, D. A. (2004). Macroeconomic policies in a monetary union: a dynamic game. Central European Journal of Operations Research, 12(2), 171–186.
Zurück zum Zitat Neck, R., & Behrens, D. A. (2009). A macroeconomic policy game for a monetary union with adaptive expectations. Atlantic Economic Journal, 37(4), 335–349.CrossRef Neck, R., & Behrens, D. A. (2009). A macroeconomic policy game for a monetary union with adaptive expectations. Atlantic Economic Journal, 37(4), 335–349.CrossRef
Zurück zum Zitat Orishimo, I. (1987). An approach to urban dynamics. Geographical Analysis, 19(3), 200–210.CrossRef Orishimo, I. (1987). An approach to urban dynamics. Geographical Analysis, 19(3), 200–210.CrossRef
Zurück zum Zitat Pavone, M., Frazzoli, E., & Bullo, F. (2011). Adaptive and distributed algorithms for vehicle routing in a stochastic and dynamic environment. IEEE Transactions on Automatic Control, 56(6), 1259–1274.CrossRef Pavone, M., Frazzoli, E., & Bullo, F. (2011). Adaptive and distributed algorithms for vehicle routing in a stochastic and dynamic environment. IEEE Transactions on Automatic Control, 56(6), 1259–1274.CrossRef
Zurück zum Zitat Perman, R., Ma, Y., McGilvray, J., & Common, M. (2011). Natural resources and environmental economics (4th ed.). Harlow, London, New York: Pearson. Perman, R., Ma, Y., McGilvray, J., & Common, M. (2011). Natural resources and environmental economics (4th ed.). Harlow, London, New York: Pearson.
Zurück zum Zitat Plsek, P. E., & Greenhalgh, T. (2001). The challenge of complexity in health care. British Journal of Medicine, 323(7313), 625–628.CrossRef Plsek, P. E., & Greenhalgh, T. (2001). The challenge of complexity in health care. British Journal of Medicine, 323(7313), 625–628.CrossRef
Zurück zum Zitat Prehofer, C., & Bettstetter, C. (2005). Self-organization in communication networks: principles and design paradigms. IEEE Communications Magazine, 43(7), 78–85.CrossRef Prehofer, C., & Bettstetter, C. (2005). Self-organization in communication networks: principles and design paradigms. IEEE Communications Magazine, 43(7), 78–85.CrossRef
Zurück zum Zitat Reichert, U., & Dörner, D. (1988). Heurismen beim Umgang mit einem einfachen dynamischen System. Sprache und Kognition, 7(1), 12–24. Reichert, U., & Dörner, D. (1988). Heurismen beim Umgang mit einem einfachen dynamischen System. Sprache und Kognition, 7(1), 12–24.
Zurück zum Zitat Richardson, L. F., Rashevsky, N., Trucco, E. (1960). Arms and insecurity. Quadrangle Books, Chicago, Illionois. Richardson, L. F., Rashevsky, N., Trucco, E. (1960). Arms and insecurity. Quadrangle Books, Chicago, Illionois.
Zurück zum Zitat Rivkin, J. W., & Siggelkow, N. (2007). Patterned interactions in complex systems: Implications for exploration. Management Science, 53, 1068–1085.CrossRef Rivkin, J. W., & Siggelkow, N. (2007). Patterned interactions in complex systems: Implications for exploration. Management Science, 53, 1068–1085.CrossRef
Zurück zum Zitat Samal, M. T., Islam, T., & Gilliland, F. D. (2008). Recent evidence for adverse effects of residential proximity to traffic sources on asthma. Current Opinion in Pulmonary Medicine, 14(1), 3–8.CrossRef Samal, M. T., Islam, T., & Gilliland, F. D. (2008). Recent evidence for adverse effects of residential proximity to traffic sources on asthma. Current Opinion in Pulmonary Medicine, 14(1), 3–8.CrossRef
Zurück zum Zitat Samet, J. M. (2007). Traffic, air pollution, and health. Inhalation Toxicology, 19, 1021–1027.CrossRef Samet, J. M. (2007). Traffic, air pollution, and health. Inhalation Toxicology, 19, 1021–1027.CrossRef
Zurück zum Zitat Scheiner, J. (2007). Mobility biographies. Elements of a biographical theory of travel demand. Erdkunde, 61, 161–173.CrossRef Scheiner, J. (2007). Mobility biographies. Elements of a biographical theory of travel demand. Erdkunde, 61, 161–173.CrossRef
Zurück zum Zitat Siggelkow, N., & Levinthal, D. (2003). Temporarily divide to conquer: Centralized, decentralized, and reintegrated organizational approaches to exploration and adaptation. Organization Science, 14, 650–669.CrossRef Siggelkow, N., & Levinthal, D. (2003). Temporarily divide to conquer: Centralized, decentralized, and reintegrated organizational approaches to exploration and adaptation. Organization Science, 14, 650–669.CrossRef
Zurück zum Zitat Siggelkow, N., & Rivkin, J. W. (2005). Speed and search: Designing organizations for turbulence and complexity. Organization Science, 16, 101–122.CrossRef Siggelkow, N., & Rivkin, J. W. (2005). Speed and search: Designing organizations for turbulence and complexity. Organization Science, 16, 101–122.CrossRef
Zurück zum Zitat Song, Y., & Zenou, Y. (2009). How do differences in property taxes within cities affect urban sprawl? Journal of Regional Science, 49(5), 801–831.CrossRef Song, Y., & Zenou, Y. (2009). How do differences in property taxes within cities affect urban sprawl? Journal of Regional Science, 49(5), 801–831.CrossRef
Zurück zum Zitat Graz, S. (2012). Bevökerungsprognose für die Landeshauptstadt Graz 2012-2031 Graz: Cabinet Office of the City Administration of Graz.CrossRef Graz, S. (2012). Bevökerungsprognose für die Landeshauptstadt Graz 2012-2031 Graz: Cabinet Office of the City Administration of Graz.CrossRef
Zurück zum Zitat Verplanken, B. (2006). Beyond frequency: Habit as mental construct. British Journal of Social Psychology, 45, 639–656.CrossRef Verplanken, B. (2006). Beyond frequency: Habit as mental construct. British Journal of Social Psychology, 45, 639–656.CrossRef
Zurück zum Zitat Volterra, V. (1928). Variations and fluctuations of the numbers of individual in animal species living together. Journal du Conseil/Conseil Permanent International pour l’Exploration de la Mer (ICES Journal of Marine Science), 3(1), 3–51.CrossRef Volterra, V. (1928). Variations and fluctuations of the numbers of individual in animal species living together. Journal du Conseil/Conseil Permanent International pour l’Exploration de la Mer (ICES Journal of Marine Science), 3(1), 3–51.CrossRef
Zurück zum Zitat von Hayek, F. A. (1967). The results of human action but not of human design. In F. A. Hayek, edited by Caldwell, B. (2014), The market and other orders, The collected works of F.A. Hayek (Vol. 15). Chicago: University of Chicago Press. von Hayek, F. A. (1967). The results of human action but not of human design. In F. A. Hayek, edited by Caldwell, B. (2014), The market and other orders, The collected works of F.A. Hayek (Vol. 15). Chicago: University of Chicago Press.
Zurück zum Zitat von Hayek, F. A. (1992). The sensory order: An inquiry into the foundations of theoretical psychology (Newth ed.). Chicago: University of Chicago Press. von Hayek, F. A. (1992). The sensory order: An inquiry into the foundations of theoretical psychology (Newth ed.). Chicago: University of Chicago Press.
Metadaten
Titel
Handling the Complexity of Predator-Prey Systems: Managerial Decision Making in Urban Economic Development and Sustainable Harvesting
verfasst von
Birgit Bednar-Friedl
Doris A. Behrens
Dieter Grass
Olivia Koland
Ulrike Leopold-Wildburger
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-39120-5_8