Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Fleet management for ride-pooling with meeting points at scale: a case
  study in the five boroughs of New York City   Introducing meeting points to ride-pooling (RP) services has been shown to
increase the satisfaction level of both riders and service providers.
Passengers may choose to walk to a meeting point for a cost reduction. Drivers
may also get matched with more riders without making additional stops. There
are economic benefits of using ride-pooling with meeting points (RPMP) compared
to the traditional RP services. Many RPMP models have been proposed to better
understand their benefits. However, most prior works study RPMP either with a
restricted set of parameters or at a small scale due to the expensive
computation involved. In this paper, we propose STaRS+, a scalable RPMP
framework that is based on a comprehensive integer linear programming model.
The high scalability of STaRS+ is achieved by utilizing a heuristic
optimization strategy along with a novel shortest-path caching scheme. We
applied our model to the NYC metro area to evaluate the scalability of the
framework and demonstrate the importance of city-scale simulations. Our results
show that city-scale simulations can reveal valuable insights for city planners
that are not always visible at smaller scales. To the best of our knowledge,
STaRS+ is the first study on the RPMP that can solve large-scale instances on
the order of the entire NYC metro area.

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The categories of this paper are: hep-ph
23
The categories of this paper are: solv-int
4
The categories of this paper are: cond-mat
25
The categories of this paper are: patt-sol
15
The categories of this paper are: nucl-ex
14
The categories of this paper are: math-ph
12
The categories of this paper are: nucl-th
7
The categories of this paper are: hep-th
11
The categories of this paper are: hep-lat
31
The categories of this paper are: ao-sci
35
The categories of this paper are: mtrl-th
20
The categories of this paper are: acc-phys
17
The categories of this paper are: q-fin
33
The categories of this paper are: plasm-ph
13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph