MAGAZZENI, Daniele, MERCORIO, Fabio, BARN, Balbir, CLARK, Tony, RAIMONDI, Franco and KULKARNI, Vinay (2014). Temporal Planning for Business Process Optimisation. In: CORTELLESSA, Gabriella, GIULIANO, Mark, RASCONI, Riccardo and YORKE-SMITH, Neil, (eds.) ICAPS 2014: Proceedings of the 8th scheduling and planning applications workshop. ICAPS, 3-9. [Book Section]
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SPARK_proceedings.pdf.pdf - Accepted Version
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SPARK_proceedings.pdf.pdf - Accepted Version
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Abstract
In this paper we consider the problem of designing and optimising a business process. Given a set of activities and a fixed budget, the objective is to determine duration and resource allocation for each activity such that the time-to-market is minimised while budget and dependencies constraints are met.
We give a formal description of the problem and we show
how it can be cast as a temporal planning problem, resulting
in a challenging benchmark planning problem involving
concurrency and duration-dependent costs.
The user has to define only dependencies among activities,
costs of resources and the available budget, and then use a
planner to design an efficient process, which is then generated as a Gantt chart. As a case study, we consider a concrete scenario provided by an industrial partner, and we use a temporal planner to design an effective business process.
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