On the computability of agent-based workflows

On the computability of agent-based workflows

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Article ID: iaor2008755
Country: Netherlands
Volume: 42
Issue: 3
Start Page Number: 1239
End Page Number: 1253
Publication Date: Dec 2006
Journal: Decision Support Systems
Authors: , ,
Keywords: decision: studies, programming: linear, artificial intelligence: decision support
Abstract:

Workflow research is commonly concerned with optimization, modeling, and dependency. In this research, we however address a more fundamental issue. By modeling humans and machines as agents and making use of a theoretical computer and statecharts, we prove that many workflow problems do not have computer-based solutions. We also demonstrate a sufficient condition under which computers are able to solve these problems. We end by discussing the relationships between our research and Petri Nets, the multi-agent framework in the literature, linear programming and workflow verification.

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