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Auflistung nach Schlagwort "Resource Allocation"

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  • Zeitschriftenartikel
    Grid-Economics
    (Wirtschaftsinformatik: Vol. 48, No. 3, 2006) Neumann, Dirk; Holtmann, Carsten; Orwat, Carsten
    Beside the many technological issues related to Grid infrastructures organisational and regulation related aspects of Grids are becoming increasingly important. The term ‘grid economics’ summarises all research activities devoted to questions of the production, allocation and consumption of grid-based computer resources.
  • Konferenzbeitrag
    Modeling an Agricultural Process Coordination Problem to Enhance Efficiency and Resilience with Methods of Artificial Intelligence
    (Modellierung 2022 Satellite Events, 2022) Hubl, Marvin
    Modeling of relations in a domain is a fundamental basis for solving domain problems. However, even well-formulated mathematical models do not always allow for satisfactory solutions. Here, methods from Artificial Intelligence bring value for solutions based on the formal models, e.\,g. by meta-heuristics. Furthermore, variables in a mathematical model may require manifestations although exact values are not known or measured. Machine-learning-based methods can enhance the appropriateness for the variable manifestation. We study upon these issues at the example of a process coordination problem in agricultural crop production. We analyze how methods of Artificial Intelligence can enhance processual efficiency and resilience. Therefore, two domain objectives are formalized: (i) maximization of machine utilization; (ii) maximization of aggregated area output. We identify and discuss the contribution of Artificial Intelligence for solving the mathematically formalized problem appropriately.