974 research outputs found
On green routing and scheduling problem
The vehicle routing and scheduling problem has been studied with much
interest within the last four decades. In this paper, some of the existing
literature dealing with routing and scheduling problems with environmental
issues is reviewed, and a description is provided of the problems that have
been investigated and how they are treated using combinatorial optimization
tools
An Optimization Approach to the Ordering Phase of an Attended Home Delivery Service
Attended Home Delivery (AHD) systems are used whenever a supplying company
offers online shopping services that require that customers must be present
when their deliveries arrive. Therefore, the supplying company and the customer
must both agree on a time window, which ideally is rather short, during which
delivery is guaranteed. Typically, a capacitated Vehicle Routing Problem with
Time Windows forms the underlying optimization problem of the AHD system. In
this work, we consider an AHD system that runs the online grocery shopping
service of an international grocery retailer. The ordering phase, during which
customers place their orders through the web service, is the computationally
most challenging part of the AHD system. The delivery schedule must be built
dynamically as new orders are placed. We propose a solution approach that
allows to (non-stochastically) determine which delivery time windows can be
offered to potential customers. We split the computations of the ordering phase
into four key steps. For performing these basic steps we suggest both a
heuristic approach and a hybrid approach employing mixed-integer linear
programs. In an experimental evaluation we demonstrate the efficiency of our
approaches
A concise guide to existing and emerging vehicle routing problem variants
Vehicle routing problems have been the focus of extensive research over the
past sixty years, driven by their economic importance and their theoretical
interest. The diversity of applications has motivated the study of a myriad of
problem variants with different attributes. In this article, we provide a
concise overview of existing and emerging problem variants. Models are
typically refined along three lines: considering more relevant objectives and
performance metrics, integrating vehicle routing evaluations with other
tactical decisions, and capturing fine-grained yet essential aspects of modern
supply chains. We organize the main problem attributes within this structured
framework. We discuss recent research directions and pinpoint current
shortcomings, recent successes, and emerging challenges
A concise guide to existing and emerging vehicle routing problem variants
Vehicle routing problems have been the focus of extensive research over the past sixty years, driven by their economic importance and their theoretical interest. The diversity of applications has motivated the study of a myriad of problem variants with different attributes. In this article, we provide a concise overview of existing and emerging problem variants. Models are typically refined along three lines: considering more relevant objectives and performance metrics, integrating vehicle routing evaluations with other tactical decisions, and capturing fine-grained yet essential aspects of modern supply chains. We organize the main problem attributes within this structured framework. We discuss recent research directions and pinpoint current shortcomings, recent successes, and emerging challenges.</p
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