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Two-level Tabu-predatory search for schedule risk control of IT outsourcing projects
- Source :
- Information Sciences. 487:57-76
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- The rapid development of the information technology (IT) outsourcing industry is making the schedule risk control of IT outsourcing projects an urgent problem which calls for study. This paper proposes a bilevel schedule risk control model using a hierarchical structure for IT outsourcing projects. The decision processes of clients and vendors at the top and base levels are described, respectively. A two-level Tabu-predatory search (TLTPS) with a two-level structure and the capability to find neighborhoods is designed to suit the hierarchical structure and the complexity of the problem. On the other hand, five other algorithms are introduced to compare with TLTPS. Numerical experiments verify the decision support effect of the proposed model and algorithm for the schedule risk control problem in IT outsourcing projects.
- Subjects :
- Structure (mathematical logic)
Decision support system
Schedule
Information Systems and Management
Operations research
Computer science
business.industry
05 social sciences
050301 education
Information technology
02 engineering and technology
Computer Science Applications
Theoretical Computer Science
Outsourcing
Artificial Intelligence
Control and Systems Engineering
0202 electrical engineering, electronic engineering, information engineering
Risk Control
020201 artificial intelligence & image processing
business
0503 education
Software
Subjects
Details
- ISSN :
- 00200255
- Volume :
- 487
- Database :
- OpenAIRE
- Journal :
- Information Sciences
- Accession number :
- edsair.doi...........b9a48ffe88923ca24636a25cc55fc96e