Simulated Annealing Genetic Algorithm Based Schedule Risk Management of IT Outsourcing Project
Joint Authors
Huang, Min
Bi, Hua-Ling
Lu, Fu-qiang
Duan, Shupeng
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-09-28
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
IT outsourcing is an effective way to enhance the core competitiveness for many enterprises.
But the schedule risk of IT outsourcing project may cause enormous economic loss to enterprise.
In this paper, the Distributed Decision Making (DDM) theory and the principal-agent theory are used to build a model for schedule risk management of IT outsourcing project.
In addition, a hybrid algorithm combining simulated annealing (SA) and genetic algorithm (GA) is designed, namely, simulated annealing genetic algorithm (SAGA).
The effect of the proposed model on the schedule risk management problem is analyzed in the simulation experiment.
Meanwhile, the simulation results of the three algorithms GA, SA, and SAGA show that SAGA is the most superior one to the other two algorithms in terms of stability and convergence.
Consequently, this paper provides the scientific quantitative proposal for the decision maker who needs to manage the schedule risk of IT outsourcing project.
American Psychological Association (APA)
Lu, Fu-qiang& Bi, Hua-Ling& Huang, Min& Duan, Shupeng. 2017. Simulated Annealing Genetic Algorithm Based Schedule Risk Management of IT Outsourcing Project. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-17.
https://search.emarefa.net/detail/BIM-1191591
Modern Language Association (MLA)
Lu, Fu-qiang…[et al.]. Simulated Annealing Genetic Algorithm Based Schedule Risk Management of IT Outsourcing Project. Mathematical Problems in Engineering No. 2017 (2017), pp.1-17.
https://search.emarefa.net/detail/BIM-1191591
American Medical Association (AMA)
Lu, Fu-qiang& Bi, Hua-Ling& Huang, Min& Duan, Shupeng. Simulated Annealing Genetic Algorithm Based Schedule Risk Management of IT Outsourcing Project. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-17.
https://search.emarefa.net/detail/BIM-1191591
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1191591