This paper deals with the analysis of the Expected Shortfall of the makespan in activity networks when uncertain activity durations are modeled by intervals. More precisely, for each activity only the interval for its integer valued duration is known to the decision maker. In this scenario, we address the evaluation of the Expected Shortfall associated to a feasible schedule discussing its role and importance in decision support systems for planning and scheduling applications. We propose heuristics to determine a fast estimation of the Expected Shortfall. The computational results show that it can be used as optimization criterion for a wide class of planning and scheduling problems while modeling the risk-averse behavior of a decision maker.

Expected Shortfall of the Makespan in Interval-Valued Activity Networks / Meloni, Carlo; Pranzo, Marco. - (2018), pp. 225-231. (Intervento presentato al convegno International Conference on Decision Support Systems Technology, EWG-DSS 2018 & Promethee Days 2018 tenutosi a Heraklion, Greece).

Expected Shortfall of the Makespan in Interval-Valued Activity Networks

Carlo Meloni;
2018

Abstract

This paper deals with the analysis of the Expected Shortfall of the makespan in activity networks when uncertain activity durations are modeled by intervals. More precisely, for each activity only the interval for its integer valued duration is known to the decision maker. In this scenario, we address the evaluation of the Expected Shortfall associated to a feasible schedule discussing its role and importance in decision support systems for planning and scheduling applications. We propose heuristics to determine a fast estimation of the Expected Shortfall. The computational results show that it can be used as optimization criterion for a wide class of planning and scheduling problems while modeling the risk-averse behavior of a decision maker.
2018
International Conference on Decision Support Systems Technology, EWG-DSS 2018 & Promethee Days 2018
Expected Shortfall; CVaR; Scheduling; Makespan; Interval Uncertainty
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Expected Shortfall of the Makespan in Interval-Valued Activity Networks / Meloni, Carlo; Pranzo, Marco. - (2018), pp. 225-231. (Intervento presentato al convegno International Conference on Decision Support Systems Technology, EWG-DSS 2018 & Promethee Days 2018 tenutosi a Heraklion, Greece).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1583354
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