Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Multiprocessor Scheduling of Dependent Tasks to Minimize Makespan and
  Reliability Cost Using NSGA-II   Algorithms developed for scheduling applications on heterogeneous
multiprocessor system focus on asingle objective such as execution time, cost
or total data transmission time. However, if more than oneobjective (e.g.
execution cost and time, which may be in conflict) are considered, then the
problem becomes more challenging. This project is proposed to develop a
multiobjective scheduling algorithm using Evolutionary techniques for
scheduling a set of dependent tasks on available resources in a multiprocessor
environment which will minimize the makespan and reliability cost. A
Non-dominated sorting Genetic Algorithm-II procedure has been developed to get
the pareto- optimal solutions. NSGA-II is a Elitist Evolutionary algorithm, and
it takes the initial parental solution without any changes, in all iteration to
eliminate the problem of loss of some pareto-optimal solutions.NSGA-II uses
crowding distance concept to create a diversity of the solutions.

27
The categories of this paper are: comp-gas
33
The categories of this paper are: plasm-ph
0
The categories of this paper are: hep-ph
21
The categories of this paper are: adap-org
29
The categories of this paper are: funct-an
28
The categories of this paper are: alg-geom
31
The categories of this paper are: ao-sci
10
The categories of this paper are: q-bio
35
The categories of this paper are: mtrl-th
8
The categories of this paper are: hep-ex
19
The categories of this paper are: eess
32
The categories of this paper are: atom-ph
9
The categories of this paper are: nlin
3
The categories of this paper are: physics
37
The categories of this paper are: supr-con
13
The categories of this paper are: quant-ph