Active Balancing of Bike Sharing Systems
| Autor: | Jan Brinkmann |
|---|---|
| EAN: | 9783030350123 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 05.02.2020 |
| Kategorie: | |
| Schlagworte: | Inventory Routing;Approximate dynamic programming;Bike Sharing;Vehicle sharing;Imbalanced bike sharing system;Vehicle routing problem;Stochastic-dynamic models;Dynamic decision making;Multi-vehicle routing;Inventory decisions;Routing decisons;Online |
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This book reports on an operational management approach to improving bike-sharing systems by compensating for fluctuating demand patterns. The aim is to redistribute bikes within the system, allowing it to be 'actively' balanced. The book describes a mathematical model, as well as data-driven and simulation-based approaches. Further, it shows how these elements can be combined in a decision-making support system for service providers. In closing, the book uses real-world data to evaluate the method developed and demonstrates that it can successfully anticipate changes in demand, thus supporting efficient scheduling of transport vehicles to manually relocate bikes between stations.
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