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Stochastische Produktionsplanung: Praxisorientierte Modellierung Und Analyse Von Fertigungsprozessen Mit Unsicherheiten
Paperback
Series: Studienbücher Wirtschaftsmathematik
Business GeneralGeneral MathematicsProbability & Statistics
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ISBN13: 9783658504281
Publisher: Springer Gabler
Published: May 15 2026
Pages: 378
Language: German
Produktions- und Logistikprozesse unterliegen systembedingt verschiedensten Unsicherheiten, die bei der Planung und Optimierung entsprechender Abläufe berücksichtigt werden müssen. Dieses Buch diskutiert die in der Unternehmenspraxis relevanten Fragestellungen sowie die zugehörigen Lösungsansätze, die eine stochastische Modellierung bietet. Dabei werden die zugrunde liegenden mathematischen Konzepte so übersetzt, dass sie direkt anwendbar sind.
Das Buch richtet sich insbesondere an Fach- und Führungskräfte, die Produktions- oder Logistikprozesse planen und auf Basis von Kenngrö en Steuerungs- und Investitionsentscheidungen treffen.
Zunächst wird besprochen, welche Eingangsparameter für eine Modellierung relevant sind und wie bei deren Erhebung typische Fehler vermieden werden können. Zum Umgang mit den Daten werden zentrale Konzepte aus Statistik, Stochastik und Warteschlangentheorie anwendungsbezogen vorgestellt. Auf dieser Basis lassen sich dann Modelle realer Systeme aufbauen, die zum einen helfen, die Zusammenhänge, Abhängigkeiten und Flaschenhälse in einem Prozess zu identifizieren und zu verstehen und zum anderen ermöglichen, verschiedene Steuerungsalternativen vorab zu bewerten und so die Prozesse zu optimieren.
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