International Conference on Computer Aided Systems Theory

Computer Aided Systems Theory – EUROCAST 2015 pp 126-132

The Evolution of Models: Uncovering the Path of Model Improvement

Conference paper

DOI: 10.1007/978-3-319-27340-2_17

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9520)
Cite this paper as:
Schwaninger M. (2015) The Evolution of Models: Uncovering the Path of Model Improvement. In: Moreno-Díaz R., Pichler F., Quesada-Arencibia A. (eds) Computer Aided Systems Theory – EUROCAST 2015. Lecture Notes in Computer Science, vol 9520. Springer, Cham

Abstract

The purpose of this contribution is to learn from the theory of evolution in order to improve the design of modeling processes. The aim of the chapter is to advance the understanding of the evolutionary structural characteristics of modeling processes which lead to better models, and to find design rules for systematically achieving higher model quality. We use a simulation approach, building a System Dynamics model. The simulation-based analysis uncovers several surprising, counterintuitive results and useful insights. These deliver lessons for advancing the design of model-building processes.

Keywords

Modeling and simulation Model-building Evolutionary process Model quality 

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  1. 1.University of St. GallenSt. GallenSwitzerland

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