Abstract
An improvement or redesign of a process often starts by modifying the model supporting the process. Analysis techniques, like simulation, can be used to evaluate alternatives. However, even a small number of design choices may lead to an explosion of models that need to be explored to find the optimal models for said process. If the exploration depends on simulation, it often becomes infeasible to simulate every model. Therefore, for throughput time, we define a notion of monotonicity to reduce the number of models required to be simulated whilst the optimal models are still found.
D.M.M. Schunselaar, H.M.W. Verbeek, H.A. Reijers, W.M.P. van der Aalst—This research has been carried out as part of the Configurable Services for Local Governments (CoSeLoG) project (http://www.win.tue.nl/coselog/).
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Desel, J.: Validation of process models by construction of process nets. In: van der Aalst, W.M.P., Desel, J., Oberweis, A. (eds.) Business Process Management. LNCS, vol. 1806, pp. 110–128. Springer, Heidelberg (2000)
Schunselaar, D.M.M., Verbeek, H.M.W., van der Aalst, W.M.P., Reijers, H.A.: A Structural Model Comparison for finding the Best Performing Models in a Collection. Technical Report BPM Center Report BPM-15-05, BPMcenter.org (2015)
Dijkman, R.M., La Rosa, M., Reijers, H.A.: Managing Large Collections of Business Process Models - Current techniques and challenges. Computers in Industry 63(2), 91–97 (2012)
ter Hofstede, A.H.M., Ouyang, C., La Rosa, M., Song, L., Wang, J., Polyvyanyy, A.: APQL: a process-model query language. In: Song, M., Wynn, M.T., Liu, J. (eds.) AP-BPM 2013. LNBIP, vol. 159, pp. 23–38. Springer, Heidelberg (2013)
Suri, R.: A Concept of Monotonicity and Its Characterization for Closed Queueing Networks. Operations Research 33(3), 606–624 (1985)
Mahulea, C., Recalde, L., Silva, M.: Basic Server Semantics and Performance Monotonicity of Continuous Petri Nets. Discrete Event Dynamic Systems 19(2), 189–212 (2009)
Buzacott, J.A.: Commonalities in Reengineered Business Processes: Models and Issues. Manage. Sci. 42(5), 768–782 (1996)
van der Aalst, W.M.P.: Re-engineering Knock-out Processes. Decision Support Systems 30(4), 451–468 (2001)
Nissen, M.E.: Redesigning Reengineering Through Measurement-Driven Inference. MIS Quarterly 22(4), 509–534 (1998)
Netjes, M.: Process Improvement: The Creation and Evaluation of Process. Ph.D thesis, Eindhoven University of Technology (2010)
Schunselaar, D.M.M., Verbeek, H.M.W., Aalst, W.M.P. van der, Reijers, H.A.: Petra: a tool for analysing a process family. In: CEUR Workshop Proceedings of the PNSE 2014, vol. 1160, pp. 269–288 (2014). http://ceur-ws.org/Vol-1160/
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Schunselaar, D.M.M., Verbeek, H.M.W., Reijers, H.A., van der Aalst, W.M.P. (2015). A Structural Model Comparison for Finding the Best Performing Models in a Collection. In: Motahari-Nezhad, H., Recker, J., Weidlich, M. (eds) Business Process Management. BPM 2016. Lecture Notes in Computer Science(), vol 9253. Springer, Cham. https://doi.org/10.1007/978-3-319-23063-4_12
Download citation
DOI: https://doi.org/10.1007/978-3-319-23063-4_12
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-23062-7
Online ISBN: 978-3-319-23063-4
eBook Packages: Computer ScienceComputer Science (R0)