Heuristics for complex inventory systems: deterministic and stochastic problems
Efficient algorithms to find cost minimizing strategies for complex stochastic inventory systems fail to exist. A practical approach is to apply a rolling horizon procedure. Periodically a deterministic problem is solved and the decision for the first period is implemented in the stochastic system
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Buch |
| Sprache: | Dutch English |
| Veröffentlicht: |
1993
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| Schriftenreihe: | Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series
54 |
| Schlagworte: | |
| Zusammenfassung: | Efficient algorithms to find cost minimizing strategies for complex stochastic inventory systems fail to exist. A practical approach is to apply a rolling horizon procedure. Periodically a deterministic problem is solved and the decision for the first period is implemented in the stochastic system In the first part of this book deterministic single-product, multi-product and distribution problems are examined. Heuristic and optimal solutions for problems with constant and time-varying demand are discussed. Special attention is paid to the choice of the planning horizon. In the second part rolling horizon procedures are applied in stochastic single-product, multi-product and multi-retailer systems Average costs are compared with costs of alternative strategies or with a lower bound on the optimal costs. Furthermore, the usefulness of the generated replenishment schedules is considered, that is, the system nervousness. Several ways are investigated to reduce the average costs and the system nervousness. System dependent procedures are developed to adjust the solution of the deterministic problem before implementation in the stochastic system |
| Beschreibung: | Zugl.: Amsterdam, Univ., Diss. |
| Beschreibung: | 152 S. graph. Darst. |
| ISBN: | 9051702167 |
Internformat
MARC
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| 490 | 1 | |a Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series |v 54 | |
| 500 | |a Zugl.: Amsterdam, Univ., Diss. | ||
| 520 | 3 | |a Efficient algorithms to find cost minimizing strategies for complex stochastic inventory systems fail to exist. A practical approach is to apply a rolling horizon procedure. Periodically a deterministic problem is solved and the decision for the first period is implemented in the stochastic system | |
| 520 | |a In the first part of this book deterministic single-product, multi-product and distribution problems are examined. Heuristic and optimal solutions for problems with constant and time-varying demand are discussed. Special attention is paid to the choice of the planning horizon. In the second part rolling horizon procedures are applied in stochastic single-product, multi-product and multi-retailer systems | ||
| 520 | |a Average costs are compared with costs of alternative strategies or with a lower bound on the optimal costs. Furthermore, the usefulness of the generated replenishment schedules is considered, that is, the system nervousness. Several ways are investigated to reduce the average costs and the system nervousness. System dependent procedures are developed to adjust the solution of the deterministic problem before implementation in the stochastic system | ||
| 650 | 7 | |a Deterministische modellen |2 gtt | |
| 650 | 7 | |a Stochastische systemen |2 gtt | |
| 650 | 7 | |a Voorraadbeheer |2 gtt | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Inventory control |x Mathematical models | |
| 650 | 0 | 7 | |a Operations Research |0 (DE-588)4043586-6 |2 gnd |9 rswk-swf |
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Datensatz im Suchindex
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| author | Sluis, Hendrik J. van der |
| author_facet | Sluis, Hendrik J. van der |
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| callnumber-first | T - Technology |
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| callnumber-subject | TS - Manufactures |
| ctrlnum | (OCoLC)30599534 (DE-599)BVBBV008938734 |
| dewey-full | 658.7 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.7 |
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| id | DE-604.BV008938734 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:27:05Z |
| institution | BVB |
| isbn | 9051702167 |
| language | Dutch English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005895847 |
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| physical | 152 S. graph. Darst. |
| publishDate | 1993 |
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| series | Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series |
| series2 | Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series |
| spelling | Sluis, Hendrik J. van der Verfasser aut Heuristics for complex inventory systems deterministic and stochastic problems door Hendrik Jan van der Sluis 1993 152 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series 54 Zugl.: Amsterdam, Univ., Diss. Efficient algorithms to find cost minimizing strategies for complex stochastic inventory systems fail to exist. A practical approach is to apply a rolling horizon procedure. Periodically a deterministic problem is solved and the decision for the first period is implemented in the stochastic system In the first part of this book deterministic single-product, multi-product and distribution problems are examined. Heuristic and optimal solutions for problems with constant and time-varying demand are discussed. Special attention is paid to the choice of the planning horizon. In the second part rolling horizon procedures are applied in stochastic single-product, multi-product and multi-retailer systems Average costs are compared with costs of alternative strategies or with a lower bound on the optimal costs. Furthermore, the usefulness of the generated replenishment schedules is considered, that is, the system nervousness. Several ways are investigated to reduce the average costs and the system nervousness. System dependent procedures are developed to adjust the solution of the deterministic problem before implementation in the stochastic system Deterministische modellen gtt Stochastische systemen gtt Voorraadbeheer gtt Mathematisches Modell Inventory control Mathematical models Operations Research (DE-588)4043586-6 gnd rswk-swf Lagerhaltung (DE-588)4034081-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Lagerhaltung (DE-588)4034081-8 s Operations Research (DE-588)4043586-6 s DE-604 Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series 54 (DE-604)BV004252095 54 |
| spellingShingle | Sluis, Hendrik J. van der Heuristics for complex inventory systems deterministic and stochastic problems Tinbergen Instituut <Amsterdam; Rotterdam>: Tinbergen Institute research series Deterministische modellen gtt Stochastische systemen gtt Voorraadbeheer gtt Mathematisches Modell Inventory control Mathematical models Operations Research (DE-588)4043586-6 gnd Lagerhaltung (DE-588)4034081-8 gnd |
| subject_GND | (DE-588)4043586-6 (DE-588)4034081-8 (DE-588)4113937-9 |
| title | Heuristics for complex inventory systems deterministic and stochastic problems |
| title_auth | Heuristics for complex inventory systems deterministic and stochastic problems |
| title_exact_search | Heuristics for complex inventory systems deterministic and stochastic problems |
| title_full | Heuristics for complex inventory systems deterministic and stochastic problems door Hendrik Jan van der Sluis |
| title_fullStr | Heuristics for complex inventory systems deterministic and stochastic problems door Hendrik Jan van der Sluis |
| title_full_unstemmed | Heuristics for complex inventory systems deterministic and stochastic problems door Hendrik Jan van der Sluis |
| title_short | Heuristics for complex inventory systems |
| title_sort | heuristics for complex inventory systems deterministic and stochastic problems |
| title_sub | deterministic and stochastic problems |
| topic | Deterministische modellen gtt Stochastische systemen gtt Voorraadbeheer gtt Mathematisches Modell Inventory control Mathematical models Operations Research (DE-588)4043586-6 gnd Lagerhaltung (DE-588)4034081-8 gnd |
| topic_facet | Deterministische modellen Stochastische systemen Voorraadbeheer Mathematisches Modell Inventory control Mathematical models Operations Research Lagerhaltung Hochschulschrift |
| volume_link | (DE-604)BV004252095 |
| work_keys_str_mv | AT sluishendrikjvander heuristicsforcomplexinventorysystemsdeterministicandstochasticproblems |