Title :
Parameterized model and approach for constrained project portfolio optimization
Author :
Li, Feng ; Cao, RongZeng ; Li, ShaoChun ; Guo, ChangJie ; Zhao, Xinyu
Author_Institution :
IBM Res. - China, Beijing, China
Abstract :
In this paper the constrained project portfolio optimization problem is considered. It is modeled as a parameterized optimization problem, while considering risk, dependency, impact of delay and some other factors which will affect the result for the project portfolio optimization. A heuristic based on dynamic programming and graph theory is proposed to solve the model, and a tool is built to illustrated the validity and efficiency of the model and heuristics by using a real case. The proposed parameterized model and approaches is proved to be valid and efficient.
Keywords :
commerce; dynamic programming; graph theory; project management; constrained project portfolio optimization; delay impact; dependency; dynamic programming; graph theory; parameterized model; parameterized optimization problem; risk; Bismuth; Business; Computational modeling; Marine vehicles;
Conference_Titel :
Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4673-2400-7
DOI :
10.1109/SOLI.2012.6273581