Title of article :
A MATHEMATICAL MODEL FOR SELECTING THE PROJECT RISK RESPONSES IN CONSTRUCTION PROJECTS
Author/Authors :
Soofifard, R. Research Institute of Petroleum Industry (RIPI), NIOC , Khakzar Bafruei, M ACECR - Technology Development Institute , Gharib, M Department of Industrial Engineering - Amirkabir University of Technology, Tehran
Abstract :
Risks are natural and inherent characteristics of major projects. Risks are usually considered
independently in analysis of risk responses. However, most risks are dependent on each
other and independent risks are rare in the real world. This paper proposes a model for
proper risk response selection from the responses portfolio with the purpose of optimization
of defined criteria for projects. This research has taken into account the relationships
between risk responses; especially the relationships between risks, which have been rarely
considered in previous works. It must be pointed out that not considering or superficial
evaluation of the interactions between risks and risk responses reduces the expected
desirability and increases project execution costs. This model is capable of optimization of
different criteria in the objective function based on the proposed projects. Multi-objective
Harmony Search (MOHS) and Non-dominated Sorting Genetic Algorithm II (NSGA-II) are
used to solve this model and the numerical results obtained are analyzed. Finally, it was
observed that ranges of objective functions in MOHS are better than those in NSGA-II.
Keywords :
risk response , project risk management , risk interactions , risk interdependence , NSGA-II algorithm , MOHS algorithm
Journal title :
Astroparticle Physics