In this paper, we discuss a strategic planning problem of allocating resources to groups of tasks organized in successive stages. Each stage is characterized by a set of survival rates whose value is imprecisely known. The goal is to allocate the resources to the tasks (i.e. to form 'teams') by dynamically re-organizing the teams at each stage, while minimizing a cost objective over the whole stage horizon. A modelling framework is proposed, based on linear programming with adjustable variables. The resulting 'uncertain linear program' is subsequently solved using the sampled scenarios randomized technique.
Multi-Stage Resource Allocation Under Uncertainty / Calafiore, Giuseppe Carlo; A., Nilim. - STAMPA. - 1:(2004), pp. 417-423. (Intervento presentato al convegno 43rd IEEE Conference on Decision and Control tenutosi a Nassau nel 17 Dec. 2004) [10.1109/CDC.2004.1428665].
Multi-Stage Resource Allocation Under Uncertainty
CALAFIORE, Giuseppe Carlo;
2004
Abstract
In this paper, we discuss a strategic planning problem of allocating resources to groups of tasks organized in successive stages. Each stage is characterized by a set of survival rates whose value is imprecisely known. The goal is to allocate the resources to the tasks (i.e. to form 'teams') by dynamically re-organizing the teams at each stage, while minimizing a cost objective over the whole stage horizon. A modelling framework is proposed, based on linear programming with adjustable variables. The resulting 'uncertain linear program' is subsequently solved using the sampled scenarios randomized technique.Pubblicazioni consigliate
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https://hdl.handle.net/11583/1409000
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