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Decoupling Modeling From Complexity Based on a Freedom-to-Act Architecture

Authors:
Udo Inden
Sergej Naimark
Claus-Peter Rückemann

Keywords: complexity of modeling; agent-based modeling; freedom-to-act architecture; service-oriented architecture; semantic modeling

Abstract:
Focusing on business systems we discuss that self-organizing, increasing operations’ complexity is escaping from capabilities of modeling. This urges to decouple modeling from emergent domain complexity as well as management to eventually overcome control illusions inherent to conventional approaches. In a first step; we show that, on some conditions, agent-based modeling and multiagent architectures are able of solving the problem. Conditions include aspects of service-based modeling, of semantic modeling and of freedom-based agent’s behavior. The concepts are relevant for design, management and computing of highly complex operations.

Pages: 47 to 53

Copyright: Copyright (c) IARIA, 2012

Publication date: October 21, 2012

Published in: conference

ISSN: 2308-3484

ISBN: 978-1-61208-226-4

Location: Venice, Italy

Dates: from October 21, 2012 to October 26, 2012