Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A generalized ride-matching approach for sustainable shared mobility   On-demand shared mobility is a promising and sustainable transportation
approach that can mitigate vehicle externalities, such as traffic congestion
and emission. On-demand shared mobility systems require matching of one
(one-to-one) or multiple riders (many-to-one) to a vehicle based on real-time
information. We propose a novel Graph-based Many-to-One ride-Matching
(GMOMatch) algorithm for the dynamic many-to-one matching problem in the
presence of traffic congestion. GMOMatch, which is an iterative two-step
method, provides high service quality and is efficient in terms of
computational complexity. It starts with a one-to-one matching in Step 1 and is
followed by solving a maximum weight matching problem in Step 2 to combine the
travel requests. To evaluate the performance, it is compared with a
ride-matching algorithm developed by Simonetto et al. (2019). Both algorithms
are implemented in a micro-traffic simulator to assess their performance and
their impact on traffic congestion in Downtown, Toronto road network. In
comparison to the Simonetto, GMOMatch improved the service rate, vehicle
kilometer traveled and traffic travel time by 32%, 16.07%, and 4%,
respectively. The sensitivity analysis indicated that utilizing vehicles with a
capacity of 10 can achieve 25% service rate improvement compared to a capacity
of 4.

28
The categories of this paper are: alg-geom
31
The categories of this paper are: ao-sci
7
The categories of this paper are: hep-th
23
The categories of this paper are: solv-int
21
The categories of this paper are: adap-org
29
The categories of this paper are: funct-an
17
The categories of this paper are: q-fin
36
The categories of this paper are: cmp-lg
11
The categories of this paper are: hep-lat
10
The categories of this paper are: q-bio
34
The categories of this paper are: chem-ph
22
The categories of this paper are: chao-dyn
12
The categories of this paper are: nucl-th
27
The categories of this paper are: comp-gas
2
The categories of this paper are: math
30
The categories of this paper are: q-alg