Title :
Adaptive organizations and emergent forms
Author :
Carley, Kathleen M.
Author_Institution :
Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Over time organizations change and coordinate personnel in new ways as the environment, technologies, and legislation changes. This adaptation is constrained and not all forms of coordination are feasible. Since organizations are inherently computational entities insight is gained by examining adaptation in organizations of intelligent artificial agents. Using ORGAHEAD a series of virtual experiments were run. Results suggest that concurrent learning mechanisms generate the ability to learn meta-change strategies which can be either adaptive or maladaptive. Consequently both organizational performance and form depend on environmental change, agent and structural learning, and the emergence of institutionalized strategies
Keywords :
cooperative systems; software agents; ORGAHEAD; adaptive organizations; computational entities; concurrent learning mechanisms; coordinate personnel; emergent forms; environmental change; institutionalized strategies; intelligent artificial agents; legislation change; meta-change strategy learning; organizational change; organizational performance; structural learning; technology change; virtual experiment; Aggregates; Computational and artificial intelligence; Computational intelligence; Distributed computing; Fires; Intelligent agent; Learning systems; Legislation; Personnel; Predictive models;
Conference_Titel :
Multi Agent Systems, 1998. Proceedings. International Conference on
Conference_Location :
Paris
Print_ISBN :
0-8186-8500-X
DOI :
10.1109/ICMAS.1998.699020