Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Developing Talent from a Supply-Demand Perspective: An Optimization
  Model for Managers   While executives emphasize that human resources (HR) are a firm's biggest
asset, the level of research attention devoted to planning talent pipelines for
complex global organizational environments does not reflect this emphasis.
Numerous challenges exist in establishing human resource management strategies
aligned with strategic operations planning and growth strategies. We generalize
the problem of managing talent from a supply-demand standpoint through a
resource acquisition lens, to an industrial business case where an organization
recruits for multiple roles given a limited pool of potential candidates
acquired through a limited number of recruiting channels. In this context, we
develop an innovative analytical model in a stochastic environment to assist
managers with talent planning in their organizations. We apply supply chain
concepts to the problem, whereby individuals with specific competencies are
treated as unique products. We first develop a multi-period mixed integer
nonlinear programming model and then exploit chance-constrained programming to
a linearized instance of the model to handle stochastic parameters, which
follow any arbitrary distribution functions. Next, we use an empirical study to
validate the model with a large global manufacturing company, and demonstrate
how the proposed model can effectively manage talents in a practical context. A
stochastic analysis on the implemented case study reveals that a reasonable
improvement is derived from incorporating randomness into the problem.

16
The categories of this paper are: stat
11
The categories of this paper are: hep-lat
18
The categories of this paper are: econ
28
The categories of this paper are: alg-geom
21
The categories of this paper are: adap-org
22
The categories of this paper are: chao-dyn
27
The categories of this paper are: comp-gas
37
The categories of this paper are: supr-con
19
The categories of this paper are: eess
0
The categories of this paper are: hep-ph
3
The categories of this paper are: physics
31
The categories of this paper are: ao-sci
9
The categories of this paper are: nlin
6
The categories of this paper are: astro-ph
24
The categories of this paper are: dg-ga
14
The categories of this paper are: math-ph