Towards coherent loop dominance analysis: progress in eigenvalue elasticity analysis

B Güneralp - System Dynamics Review, 2006 - Wiley Online Library
Formal model analysis tools are essential in understanding how structure drives behavior.
Conventional model analysis relies heavily on a time‐consuming experimental iterative …

Structural dominance analysis and theory building in system dynamics

CE Kampmann, R Oliva - … Science: The Official Journal of the …, 2008 - Wiley Online Library
We provide a review of different approaches to linking model structure to observed
behaviour with a particular view towards using models for theory building. We argue that …

[ΒΙΒΛΙΟ][B] Analytical methods for structural dominance analysis in system dynamics

CE Kampmann, R Oliva - 2020 - Springer
Understanding model behavior is closely related to the process of model testing and
validation, for which there is a well-established tradition and an extensive literature in the …

State space analysis of dominant structures in dynamic social systems

JB Sato - 2016 - search.proquest.com
Many systems involving human relationships are modeled as dynamic systems, as diverse
as urban population growth, diffusion of innovations, spread of viruses, and supply chain …

[PDF][PDF] The Ford Method: A sensitivity analysis approach

J Huang, E Howley, J Duggan - … with the loop picker algorithm are …, 2009 - researchgate.net
In dynamic models, a system behavior is determined by the interaction of its feedback loops.
The challenge for system dynamics modellers is to identify these loops, and also …

[PDF][PDF] System Dynamics, Analytical Methods for Structural Dominance Analysis in.

CE Kampmann, R Oliva - 2009 - researchgate.net
We first provide a brief historical introduction to the different ways scholars have thought
about the notion of dominant structure, including an example of the traditional approach to …

Trajectory sensitivity of non-linear system dynamics models to parameter variations

AS White - Journal of Simulation, 2013 - Taylor & Francis
This paper describes the use of trajectory sensitivity to illustrate how it can be used to help
differentiate between competing System Dynamics models ascertaining the most significant …

[PDF][PDF] What counts as an explanation for system behavior? A brief history of SD from a dominance perspective

JB Sato - … of the 35th International Conference of …, 2017 - proceedings.systemdynamics.org
A fundamental pursuit in system dynamics is explaining how structure drives behavior. A
diverse set of practices and tools have emerged for identifying which parts of structure …

[PDF][PDF] Analytical methods for structural dominance analysis in system dynamics: An assessment of the current state of affairs

CE Kampmann, R Oliva - … of the 25th …, 2007 - proceedings.systemdynamics.org
We provide a review of different approaches to linking model structure to observed behavior
with a particular view towards using models for theory building. We identify four such …

[PDF][PDF] An eigenvector approach for analysing linear feedback systems

J Huang, E Howley, J Duggan - … of the 27th …, 2010 - proceedings.systemdynamics.org
Formal analysis plays an important role in understanding how feedback structures drive
dynamical behaviour. As we know the state behaviour is determined by a linear combination …