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Abstract
This study introduces an integrated framework for operations management, encompassing demand forecasting, capacity allocation based on estimated demand, due date assignment for incoming orders according to allocated capacity, and utilizing due dates as scheduling rules and performance evaluation criteria. We provide detailed insights into implementing this innovative approach, leveraging regression models and neural networks. Additionally, we provide a comprehensive review of alternative methods applicable to this framework. Our method offers practical applicability across diverse sectors of operations management, yielding tangible outcomes, which we elucidate in this study.
| Original language | English |
|---|---|
| Number of pages | 1 |
| Publication status | Published - Jun 2024 |
| Event | 4th Current Issues in Business and Economic Studies - Rome, Italy Duration: 20 Jun 2024 → 22 Jun 2024 |
Conference
| Conference | 4th Current Issues in Business and Economic Studies |
|---|---|
| Abbreviated title | CIBES Conference 2024 |
| Country/Territory | Italy |
| City | Rome |
| Period | 20/06/24 → 22/06/24 |
Keywords
- Operation management
- Demand forecasting
- Due date assignment
- Scheduling
- Service management
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CEGE: Research Center in Management and Economics
Silva, M. (Full Professor), Sousa, R. (Full Professor), Alves, P. (Assistant Professor), Madsen, A. (Invited Assistant Professor), Lourenço, A. (Associate Professor), Carvalho, A. S. (Associate Professor), Andrade, A. (Assistant Professor), Silva, P. D. (Associate Professor), Vlačić, B. (Invited Assistant Professor), Martins, C. (Invited Assistant Professor), Gomes, C. (Auxiliary Researcher), Gevrek, Z. E. (Invited Assistant Professor), Oliveira, F. G. D. (Associate Professor), Faria, G. (Invited Associate Professor), Marreiros, H. (Scholarship holder), Pinho, J. (Invited Assistant Professor), Machado, J. (Associate Professor), Araújo, J. (Auxiliary Researcher), Pinto, J. (Assistant Professor), Rego, A. (Full Professor), Gaspar, J. M. (Auxiliary Researcher), Corbo, L. (Invited Assistant Professor), Costa, L. (Associate Professor), Fernandes, L. (Assistant Professor), Sottomayor, M. (Assistant Professor), Martins, N. (Full Professor), Hernández-Marrero, P. (Auxiliary Researcher), Gonçalves, R. (Associate Professor), Ribeiro, R. (PI), Coelho, S. L. (Assistant Teacher), Pereira, S. M. (Auxiliary Researcher), Silva, S. (Associate Professor), Rodrigues, V. (Associate Professor), Sotiros, D. G. (Auxiliary Researcher), Valverde, C. (Assistant Professor), Leitão, A. (Assistant Professor), Julião, J. (Assistant Professor), Tavares, M. (Assistant Professor), Lages, C. R. (Auxiliary Researcher), Elmashhara, M. G. (Auxiliary Researcher) & Teymourifar, A. (Auxiliary Researcher)
1/01/20 → 31/12/25
Project: Other