Title :
Decision support tool for resource allocation subject to imprecise data constraints
Author :
Bocewicz, Grzegorz ; Banaszak, Zbigniew A. ; Muszynski, Wojciech
Author_Institution :
Dept. of Comput. Sci. & Manage., Tech. Univ. of Koszalin, Koszalin, Poland
Abstract :
This paper deals with resource allocation in multi-project manufacturing system design, where more than one shared renewable resource type may be required by the manufacturing operation and the availability of each type is time limited. The aim of the paper is to present a knowledge-based and constraint programming-driven approach to resource allocation where that data can be imprecise. The presented design scheme is used as a framework for developing a task oriented decision support tool for project portfolio prototyping (DST4P3). The tool provides a prompt and interactive service to a set of routine queries defined in terms of both direct and inverse resource allocation tasks.
Keywords :
constraint handling; decision support systems; design engineering; knowledge based systems; manufacturing systems; project management; query processing; resource allocation; constraint programming-driven approach; data constraints; interactive service; inverse resource allocation tasks; knowledge-based approach; multiproject manufacturing system design; project portfolio prototyping; queries; shared renewable resource; task oriented decision support tool; Automatic control; Decision making; Decision support systems; Electronic mail; Fuzzy set theory; Job shop scheduling; Logic programming; Portfolios; Production; Resource management;
Conference_Titel :
Control and Automation, 2009. ICCA 2009. IEEE International Conference on
Conference_Location :
Christchurch
Print_ISBN :
978-1-4244-4706-0
Electronic_ISBN :
978-1-4244-4707-7
DOI :
10.1109/ICCA.2009.5410499