Zobrazeno 1 - 10
of 235
pro vyhledávání: '"Ulrich W. Thonemann"'
Publikováno v:
Production and Operations Management. 32:1243-1261
Publikováno v:
Production and Operations Management. 32:813-828
Publikováno v:
Industrial Marketing Management. 107:134-147
The risk of algorithm transparency: How algorithm complexity drives the effects on the use of advice
Publikováno v:
Production and Operations Management. 31:3419-3434
Although algorithmic decision support is omnipresent in many managerial tasks, a lack of algorithm transparency is often stated as a barrier to successful human–machine collaboration. In this paper, we analyze the effects of algorithm transparency
Publikováno v:
Production and Operations Management, 31(4), 1839-1855. Wiley-Blackwell
Human decision making in the newsvendor context has been analyzed intensively in laboratory experiments, where various decision biases have been identified. However, it is unclear whether the biases also exist in practice. We analyze the ordering dec
Publikováno v:
European Journal of Operational Research. 295:664-674
Customer churn prediction models using machine learning classification have been developed predominantly by training and testing on one time slice of data. We train models on multiple time slices of data and refer to this approach as multi-slicing. O
Publikováno v:
Transportation Science. 55:1392-1410
We analyze a tactical freight railway crew scheduling problem, when train drivers must be informed several weeks before operations about the start and end times and locations of their duties. Between informing the train drivers and start of operation
Publikováno v:
Transportation Science.
In crew scheduling, optimization models can become complex when a large number of penalty terms is included in the objective function to take planners’ preferences into account. Planners’ preferences often include nonmonetary aspects for which bo
Autor:
Ulrich W. Thonemann, Felix Papier
Publikováno v:
Operations Research. 69:1368-1395
Sales and operations planning processes are used to align production quantities and customer demand. Two key activities of these processes are demand planning and production planning, which are often assigned to individuals in different departments.
Publikováno v:
Production and Operations Management. 30:1386-1405
Inventory optimization approaches typically optimize steady-state performance, but do not consider the transition of an initial state to the optimized state. In this study, we address this transition. Our research is motivated by a company that imple