Adaptive organizations and emergent forms

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.

[1]  Linda Argote,et al.  Socially shared cognition at work: Transactive memory and group performance. , 1996 .

[2]  Gerhard Weiss,et al.  Computational Organization Theory , 2000 .

[3]  Kathleen M. Carley,et al.  A PCANS Model of Structure in Organizations , 1998 .

[4]  Aaron M. Brower,et al.  What's Social about Social Cognition?: Research on Socially Shared Cognition in Small Groups , 1996 .

[5]  Kathleen M. Carley,et al.  Modeling Organizational Adaptation as a Simulated Annealing Process , 1996 .

[6]  Kathleen M. Carley,et al.  The nature of the social agent , 1994 .

[7]  Kathleen M. Carley Organizational adaptation , 1997, Ann. Oper. Res..

[8]  D. Wegner A Computer Network Model of Human Transactive Memory , 1995 .

[9]  Michael J. Prietula,et al.  ACTS theory: extending the model of bounded rationality , 1994 .

[10]  K. Carley,et al.  Evolution of Networks ON THE EVOLUTION OF SOCIAL AND ORGANIZATIONAL NETWORKS , 2001 .

[11]  Joel A. C. Baum Disciplinary roots of strategic management research , 1998 .

[12]  Kathleen M. Carley A comparison of artificial and human organizations , 1996 .

[13]  Kathleen M. Carley,et al.  The star system: a unified multiagent simulation model of structure, task, agent, and resource , 1999 .

[14]  D. Wegner Transactive Memory: A Contemporary Analysis of the Group Mind , 1987 .

[15]  Daniel H. Kim The Link between individual and organizational learning , 1997 .

[16]  A. Stinchcombe Social Structure and Organizations , 2000, Political Organizations.

[17]  Rob A. Rutenbar,et al.  Simulated annealing algorithms: an overview , 1989, IEEE Circuits and Devices Magazine.

[18]  Kathleen M. Carley A Theory of Group Stability , 1991 .

[19]  Francisco V. Fernández,et al.  A Statistical Optimization-based Approach For Automated Sizing Of Analog Cells , 1994, IEEE/ACM International Conference on Computer-Aided Design.

[20]  Richard Reviewer-Granger Unified Theories of Cognition , 1991, Journal of Cognitive Neuroscience.

[21]  S. Barley The alignment of technology and structure through roles and networks. , 1990, Administrative science quarterly.