Deliberate Evolution in Multi-Agent Systems

F.M. Brazier, C.M. Jonker, J. Treur, N.J.E. Wijngaards

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

Abstract

Evolution in societies of agents is a challenging phenomenon, both from a fundamental perspective and from an applied perspective. In the literature often genetic programming approaches are used and relatively simple agents are considered, which have no deliberate influence on the direction of the process of evolution; e.g., [Cetnarowicz et al., 1996]; [Numaoka, 1996]. This results in agents that have limited autonomy viewed on a time scale covering several generations: the agents are passive with respect to the evolution process, evolution just happens. From a historical biological perspective all species have always been subject to non-autonomous evolution (with the exception of influence by selective breeding strategies). Nowadays the acquistion of knowledge on the relation between DNA structures and properties of individuals, and techniques to manipulate DNA structures opens the perspective of deliberately influencing the direction of evolution, at least partially. This perspective introduces serious, unresolved ethical dilemmas when applied to the natural society.
Original languageEnglish
Title of host publicationDynamics and Management of Reasoning Processes
EditorsD. Gabbay
PublisherKluwer Academic
Pages363-380
Number of pages18
ISBN (Electronic)978-94-017-1743-3
ISBN (Print)978-90-481-5903-1
DOIs
Publication statusPublished - 2001

Publication series

NameSeries in Defeasible Reasoning and Uncertainty Management Systems
PublisherKluwer
Volume6

Fingerprint

Multi agent systems
DNA
Genetic programming

Cite this

Brazier, F. M., Jonker, C. M., Treur, J., & Wijngaards, N. J. E. (2001). Deliberate Evolution in Multi-Agent Systems. In D. Gabbay (Ed.), Dynamics and Management of Reasoning Processes (pp. 363-380). (Series in Defeasible Reasoning and Uncertainty Management Systems; Vol. 6). Kluwer Academic. https://doi.org/10.1007/978-94-017-1743-4_17
Brazier, F.M. ; Jonker, C.M. ; Treur, J. ; Wijngaards, N.J.E. / Deliberate Evolution in Multi-Agent Systems. Dynamics and Management of Reasoning Processes. editor / D. Gabbay. Kluwer Academic, 2001. pp. 363-380 (Series in Defeasible Reasoning and Uncertainty Management Systems).
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Brazier, FM, Jonker, CM, Treur, J & Wijngaards, NJE 2001, Deliberate Evolution in Multi-Agent Systems. in D Gabbay (ed.), Dynamics and Management of Reasoning Processes. Series in Defeasible Reasoning and Uncertainty Management Systems, vol. 6, Kluwer Academic, pp. 363-380. https://doi.org/10.1007/978-94-017-1743-4_17

Deliberate Evolution in Multi-Agent Systems. / Brazier, F.M.; Jonker, C.M.; Treur, J.; Wijngaards, N.J.E.

Dynamics and Management of Reasoning Processes. ed. / D. Gabbay. Kluwer Academic, 2001. p. 363-380 (Series in Defeasible Reasoning and Uncertainty Management Systems; Vol. 6).

Research output: Chapter in Book / Report / Conference proceedingChapterAcademicpeer-review

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Brazier FM, Jonker CM, Treur J, Wijngaards NJE. Deliberate Evolution in Multi-Agent Systems. In Gabbay D, editor, Dynamics and Management of Reasoning Processes. Kluwer Academic. 2001. p. 363-380. (Series in Defeasible Reasoning and Uncertainty Management Systems). https://doi.org/10.1007/978-94-017-1743-4_17