Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The effect of network structure on innovation initiation process: an
  evolutionary dynamics approach   In this paper we have proposed a basic agent-based model based on
evolutionary dynamics for investigating innovation initiation process. In our
model we suppose each agent will represent a firm which is interacting with
other firms through a given network structure. We consider a two-hit process
for presenting a potentially successful innovation in this model and therefore
at each time step each firm can be in on of three different stages which are
respectively, Ordinary, Innovative, and Successful. We design different
experiments in order to investigate how different interaction networks may
affect the process of presenting a successful innovation to the market. In this
experiments, we use five different network structures, i.e. Erd\H{o}s and
R\'enyi, Ring Lattice, Small World, Scale-Free and Distance-Based networks.
According to the results of the simulations, for less frequent innovations like
radical innovation, local structures are showing a better performance comparing
to Scale-Free and Erd\H{o}s and R\'enyi networks. Although as we move toward
more frequent innovations, like incremental innovations, difference between
network structures becomes less and non-local structures show relatively better
performance.

8
The categories of this paper are: hep-ex
27
The categories of this paper are: comp-gas
33
The categories of this paper are: plasm-ph
35
The categories of this paper are: mtrl-th
12
The categories of this paper are: nucl-th
28
The categories of this paper are: alg-geom
26
The categories of this paper are: bayes-an
24
The categories of this paper are: dg-ga
4
The categories of this paper are: cond-mat
30
The categories of this paper are: q-alg
14
The categories of this paper are: math-ph
15
The categories of this paper are: nucl-ex
32
The categories of this paper are: atom-ph
7
The categories of this paper are: hep-th
6
The categories of this paper are: astro-ph
16
The categories of this paper are: stat