- Tytuł:
- Stochastic programming model for production planning with stochastic aggregate demand and spreadsheet-based solution heuristics
- Autorzy:
- Saadouli, Nasreddine
- Powiązania:
- https://bibliotekanauki.pl/articles/2100358.pdf
- Data publikacji:
- 2021
- Wydawca:
- Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
- Tematy:
-
production planning
stochastic programming
efficient algorithm
decision-making - Opis:
- By discretising the stochastic demand, a deterministic nonlinear programming formulation is developed. Then, a hybrid simulation-optimisation heuristic that capitalises on the nature of the problem is designed. The outcome is an evaluation problem that is efficiently solved using a spreadsheet model. The main contribution of the paper is providing production managers with a tractable formulation of the production planning problem in a stochastic environment and an efficient solution scheme. A key benefit of this approach is that it provides quick near-optimal solutions without requiring in-depth knowledge or significant investments in optimisation techniques and software.
- Źródło:
-
Operations Research and Decisions; 2021, 31, 4; 117--127
2081-8858
2391-6060 - Pojawia się w:
- Operations Research and Decisions
- Dostawca treści:
- Biblioteka Nauki
Artykuł