In this paper we consider the problem of designing and opti- mising a business process. Given a set of activities and a fixed budget, the objective is to determine duration and resource al- location for each activity such that the time-to-market is min- imised 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, result- ing 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 gener- ated as a Gantt chart. As a case study, we consider a concrete scenario provided by an industrial partner, and we use a tem- poral planner to design an effective business process.
Magazzeni, D., Mercorio, F., Barn, B., Clark, T., Raimondi, F., Kulkarni, V. (2014). Temporal Planning for Business Process Optimisation. In Proceedings of SPARK 2014. Scheduling and Planning Application woRKshop.
Temporal Planning for Business Process Optimisation
MERCORIO, FABIO;
2014
Abstract
In this paper we consider the problem of designing and opti- mising a business process. Given a set of activities and a fixed budget, the objective is to determine duration and resource al- location for each activity such that the time-to-market is min- imised 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, result- ing 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 gener- ated as a Gantt chart. As a case study, we consider a concrete scenario provided by an industrial partner, and we use a tem- poral planner to design an effective business process.File | Dimensione | Formato | |
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