Title :
A novel R&D project portfolio selection decision approach based on fuzzy logic and heuristics scheduling
Author :
Zhu Danmei ; Tie, Zhang ; Xingtong, Wang ; Dongling, Chen
Author_Institution :
Coll. of Inf. Sci. Eng., Northeastern Univ., Shenyang
Abstract :
Research on R&D project selection has recently focused on multiple criteria modeling of R&D portfolios. These models include mathematical programming models, decision theory models and scoring models. Each of these model types has proven to be effective in a limited sense, but very few address project scheduling in conjunction with other. In this paper, an alternative decision system is presented which uses fuzzy logic within a constrained guided heuristics search scheduling approach to choose an optimal projects portfolio. The methodology is illustrated using an example problem that reflects a realistic R&D problem in terms of problem size, goals, objectives, and constrains.
Keywords :
decision theory; fuzzy logic; mathematical programming; project management; research and development management; scheduling; search problems; R&D project portfolio selection decision; decision theory model; fuzzy logic; heuristics search scheduling; mathematical programming model; multiple criteria modeling; project scheduling; scoring model; Fuzzy logic; Portfolios; Constraint Guided Heuristic Search; Fuzzy Logic; Projects Portfolio Selection; Scheduling;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597287