Active Balancing of Bike Sharing Systems
Springer International Publishing (Verlag)
9783030350147 (ISBN)
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.
Introduction.- Bike Sharing Systems.- Optimization Problems.- Dynamic Decision Making.- The Stochastic-Dynamic Multi-Vehicle Inventory Routing Problem for Bike Sharing Systems.- Lookahead Policies.- Dynamic Lookahead Horizons.- Case Studies.- Managerial Implications.- Future Research.
| Erscheinungsdatum | 07.02.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Mobility |
| Zusatzinfo | XXI, 184 p. 48 illus., 1 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 326 g |
| Themenwelt | Technik ► Bauwesen |
| Schlagworte | Approximate Dynamic Programming • bike sharing • Dynamic Decision Making • Imbalanced bike sharing system • Inventory Decisions • inventory routing • Multi-vehicle routing • Online control models • Routing decisons • Stochastic-dynamic models • Vehicle Routing Problem • Vehicle sharing |
| ISBN-13 | 9783030350147 / 9783030350147 |
| Zustand | Neuware |
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