Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Fairness over time in dynamic resource allocation with an application in
  Healthcare   Decision making problems are typically concerned with maximizing efficiency.
In contrast, we address problems where there are multiple stakeholders and a
centralized decision maker who is obliged to decide in a fair manner. Different
decisions give different utility to each stakeholder. In cases where these
decisions are made repeatedly, we provide efficient mathematical programming
formulations to identify both the maximum fairness possible and the decisions
that improve fairness over time, for reasonable metrics of fairness. We apply
this framework to the problem of ambulance allocation, where decisions in
consecutive rounds are constrained. With this additional complexity, we prove
structural results on identifying fair feasible allocation policies and provide
a hybrid algorithm with column generation and constraint programming-based
solution techniques for this class of problems. Computational experiments show
that our method can solve these problems orders of magnitude faster than a
naive approach.

12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con
11
The categories of this paper are: hep-lat
16
The categories of this paper are: stat
22
The categories of this paper are: chao-dyn
25
The categories of this paper are: patt-sol
15
The categories of this paper are: nucl-ex
28
The categories of this paper are: alg-geom
30
The categories of this paper are: q-alg
36
The categories of this paper are: cmp-lg
34
The categories of this paper are: chem-ph
5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
20
The categories of this paper are: acc-phys
17
The categories of this paper are: q-fin
24
The categories of this paper are: dg-ga