Abstract
In this article a constraint-based modeling of clinical pathways, in particular of surgical pathways, is introduced and used for an optimized scheduling of their tasks. The addressed optimization criteria are based on practical experiences in the area of Constraint Programming applications in medical work flow management. Objective functions having empirical evidence for their adequacy in the considered use cases are formally presented. It is shown how they are respected while scheduling clinical pathways.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Aggoun, A., Beldiceanu, N.: Extending CHIP in order to solve complex scheduling and placement problems. Journal of Mathematical and Computer Modelling 17(7), 57–73 (1993)
Allen, J.F.: Maintaining knowledge about temporal intervals. Communications of the ACM 26(1), 832–843 (1983)
Baptiste, P., le Pape, C., Nuijten, W.: Constraint-Based Scheduling: Applying Constraint Programming to Scheduling Problems. International Series in Operations Research & Management Science, vol. 39. Kluwer Academic Publishers, Dordrecht (2001)
Beldiceanu, N., Carlsson, M.: A new multi-resource cumulatives constraint with negative heights. In: Van Hentenryck, P. (ed.) CP 2002. LNCS, vol. 2470, pp. 63–79. Springer, Heidelberg (2002)
Belien, J., Demeulemeestera, E.: A branch-and-price approach for integrating nurse and surgery scheduling. European Journal of Operational Research 189(3), 652–668 (2008)
Bouquard, J.-L., Lenté, C.: Equivalence to the sequence dependent setup time problem. In: Frank, J., Sabin, M. (eds.) CP 1998 Workshop on Constraint Problem Reformulation (October 30, 1998), http://ti.arc.nasa.gov/ic/people/frank/bouquard.cp98.FINAL.ps (last visited: 2008/08/14)
Burke, E.K., De Causmaecker, P., Vanden Berghe, G., Van Landeghem, H.: The state of the art of nurse rostering. The Journal of Scheduling 7(6), 441–499 (2004)
Dechter, R., Meiri, I., Pearl, J.: Temporal constraint networks. Artificial Intelligence 49(1-3), 61–95 (1991)
Gagné, C., Price, W.L., Gravel, M.: Scheduling a single machine with sequence dependent setup time using ant colony optimization. Technical Report 2001-003, Faculté des Sciences de L’Administration, Université Laval, Québec, Canada (April 2001)
Hannebauer, M., Müller, S.: Distributed constraint optimization for medical appointment scheduling. In: Proceedings of the Fifth International Conference on Autonomous Agents, AGENTS 2001, pp. 139–140. ACM, New York (2001)
Hoche, M., Müller, H., Schlenker, H., Wolf, A.: firstCS - A Pure Java Constraint Programming Engine. In: Hanus, M., Hofstedt, P., Wolf, A. (eds.) 2nd International Workshop on Multiparadigm Constraint Programming Languages – MultiCPL 2003 (September 29, 2003), http://uebb.cs.tu-berlin.de/MultiCPL03/Proceedings.MultiCPL03.RCoRP03.pdf (last visited: 2009/05/13)
Hofstedt, P., Wolf, A.: Einführung in die Constraint-Programmierung, eXamen.press. Springer, Heidelberg (2007) ISBN 978-3-540-23184-4
Kuhnert, S.: Efficient edge-finding on unary resources with optional activities. In: Seipel, D., Hanus, M., Wolf, A., Baumeister, J. (eds.) Proceedings of the 17th Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007) and 21st Workshop on (Constraint) Logic Programming (WLP 2007), Institut für Informatik, Am Hubland, 97074 Würzburg, Germany. Technical Report, vol. 434, pp. 35–46. Bayerische Julius-Maximilians-Universität Würzburg (October 2007)
Laborie, P.: Algorithms for propagating resource constraints in AI planning and scheduling: Existing approaches and new results. Artifical Intelligence 143, 151–188 (2003)
Neumann, K., Schwindt, C.: Project scheduling with inventory constraints. Mathematical Methods of Operations Research 56, 513–533 (2002)
Rousseau, L.-M., Pesant, G., Gendreau, M.: A general approach to the physician rostering problem. Annals of Operations Research 115(1), 193–205 (2002)
Schlenker, H., Goltz, H.-J., Oestmann, J.-W.: Tame. In: Quaglini, S., Barahona, P., Andreassen, S. (eds.) AIME 2001. LNCS (LNAI), vol. 2101, pp. 395–404. Springer, Heidelberg (2001)
Schulte, C., Stuckey, P.J.: When do bounds and domain propagation lead to the same search space. In: Sørgaard, H. (ed.) Third International Conference on Principles and Practice of Declarative Programming, Florence, Italy, pp. 115–126. ACM Press, New York (September 2001)
Simonis, H., Cornelissens, T.: Modelling producer/consumer constraints. In: Montanari, U., Rossi, F. (eds.) CP 1995. LNCS, vol. 976, pp. 449–462. Springer, Heidelberg (1995)
Trajan, R.E., van Leeuwen, J.: Worst-case analysis of set union algortihms. Journal of the ACM 31(2), 245–281 (1984)
VilÃm, P., Barták, R., ÄŒepek, O.: Unary resource constraint with optional activities. In: Wallace, M. (ed.) CP 2004. LNCS, vol. 3258, pp. 62–76. Springer, Heidelberg (2004)
Wolf, A.: Reduce-to-the-opt – a specialized search algorithm for contiguous task scheduling. In: Apt, K.R., Fages, F., Rossi, F., Szeredi, P., Váncza, J. (eds.) CSCLP 2003. LNCS (LNAI), vol. 3010, pp. 223–232. Springer, Heidelberg (2004)
Wolf, A.: Object-oriented constraint programming in Java using the library firstCS. In: Fink, M., Tompits, H., Woltran, S. (eds.) 20th Workshop on Logic Programming, Vienna, Austria, February 22-24. INFSYS Research Report, vol. 1843-06-02, pp. 21–32. Technische Universität Wien (2006)
Wolf, A.: Constraint-based task scheduling with sequence dependent setup times, time windows and breaks. In: Im Fokus das Leben, INFORMATIK 2009. Lecture Notes in Informatics (LNI) - Proceedings Series of the Gesellschaft für Informatik (GI), vol. 154, pp. 3205–3219. Gesellschaft für Informatik e.V (2009)
Wolf, A., Schlenker, H.: Realizing the alternative resources constraint. In: Seipel, D., Hanus, M., Geske, U., Bartenstein, O. (eds.) INAP/WLP 2004. LNCS (LNAI), vol. 3392, pp. 185–199. Springer, Heidelberg (2005)
Wolf, A., Schrader, G.: Linear weighted-task-sum – scheduling prioritised tasks on a single resource. In: Seipel, D., Hanus, M., Wolf, A. (eds.) INAP 2007. LNCS (LNAI), vol. 5437, pp. 21–37. Springer, Heidelberg (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wolf, A. (2011). Constraint-Based Modeling and Scheduling of Clinical Pathways. In: Larrosa, J., O’Sullivan, B. (eds) Recent Advances in Constraints. CSCLP 2009. Lecture Notes in Computer Science(), vol 6384. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19486-3_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-19486-3_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19485-6
Online ISBN: 978-3-642-19486-3
eBook Packages: Computer ScienceComputer Science (R0)