Contact
How to shop
Delivery
Shopping guide
The Robust Vehicle Routing Problem
A novel approach to uncertainty in a classical transportation problem with real life application
English
152 b
Delivery to Austria
Up to 30 days for returns
Customers also purchased
The Vehicle Routing Problem (VRP) is a classical§problem of routing a fleet of vehicles from a center§to service a set of customers at minimum cost. VRP§has been studied over several decades due to its§numerous applications in the industry. Such real §life routing problems contain a high degree§of uncertainty. Most of the current methods to§address uncertainty in VRP either require strong§assumptions or increase the complexity of the§model significantly. Robust optimization has §recently emerged, increasingly in this decade, as a §novel approach to model uncertainty: optimize §against the worst-case scenario. This study §contributes to the literature by proposing a routing §model that uses robust optimization with simple §assumptions to model uncertainty in demand and §travel times without increasing the complexity of §the formulation. We adapt this model for a real life §courier delivery problem with stochastic service §times and time windows (via robust optimization), §and with probabilistic customers (via a recourse §action). We then develop a heuristic for this large §scale problem and obtain improved solutions than §used in practice at a leading company in the §industry.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
10.69
€
Hi! I'm Libroamiko, your book advisor.
How can I help you?