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Dynamic model

by Manuel Carro last modified Apr 26, 2012 16:28
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Definitions

Term:
term
Domain: Cross-cutting issues
Engineering and Design
(KM-ED)
Adaptation and Monitoring
(KM-AM)
Quality Definition, Negotiation and Assurance
(KM-QA)
Generic
(domain independent)
D
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m
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n
:
L
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s

Business Process Management
(KM-BPM)




Service Composition and Coordination
(KM-SC)




Service Infrastructure
(KM-SI)




Generic
(domain independent)



A Dynamic Model is a model of a system aimed at capturing and studying its dynamic (i.e., time-related) behavior.  Dynamic models [Treiber et al. 2010] usually involve the representation of flows in and out of stocks together with time delays and loops, and additional characteristics such as processing capacity and caps on this capacity, etc. It is commonly translated into a series of differential equations which often cannot be solved analytically, thus needing numerical integration in order to study the system behavior [An and Jeng 2005].  This is often implemented in the form of programs which are able to perform simulations for a series of initial states and input regimes.

 

Competencies

 

References

  • D. Ivanovic, M. Treiber, M. Carro, and S. Dustdar. Building dynamic models of service compositions with simulation of provision resources. In Proc. the 29th international conference on Conceptual modeling, 2010, pp 288-301.
  • L. J. An and J. J. Jeng. Web Service Management Using System Dynamics.  In Proc. the IEEE International Conference on Web Services, 2005, pp 347-354.

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