Robustness in a variable environment (2012)
Authors
Abstract
Robustness is a prominent concept in technical sciences and engineering. It has also been recognized as an important principle in evolutionary biology. In this chapter, it is proposed that the term ``robustness'' be used to characterize the extent to which a natu- ral or artificial system can maintain its function when facing perturbation and that this concept is relevant in considerations of Darwinian decision theory. Situations in which the action of natural selection is liable to lead to the evolution of robust behavioral strategies are highlighted along with some psychological mechanisms that might lead to robust decision-making processes. Robustness describes a property of a system varying on a continuous scale rather than existing as a dichotomous feature. Degree of robust- ness depends on the details of the interaction of system characteristics and environmen- tal contingencies, as well as the specific types and extents of perturbations to which the system may be subjected. A system can be robust in one domain while remaining highly vulnerable to perturbations in others. As defined here, robustness is related to, yet distinct from, flexibility and optimality. The sorts of environmental variation, and hence perturbations, that an organism or technology is liable to face are described, as is the cost-benefit trade-off of robustness. Finally, the robustness of decision making at the level of social groups is considered.
Bibliographic entry
Gluck, K. A., McNamara, J. M., Brighton, H. J., Dayan, P., Kareev, Y., Krause, J., Kurzban, R., Selten, R., Stevens, J. R., Voelkl, B., & Wimsatt, W. C. (2012). Robustness in a variable environment. In P. Hammerstein & J. R. Stevens (Eds.), Evolution and the mechanisms of decision making (Strüngmann Forum Reports No. 11) (pp. 195-214). Cambridge, MA: MIT Press.
Miscellaneous
Publication year | 2012 | |
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Document type: | In book | |
Publication status: | Published | |
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