Title :
Resource and task allocation in complex of parallel operations with uncertain and random parameters
Author :
Bubnicki, Z. ; Orski, D.
Author_Institution :
Lab. of Knowledge Syst. & Artificial Intelligence, Acad. of Sci., Poland
Abstract :
The paper is concerned with a task and resource allocation in a complex of parallel operations with two kinds of unknown parameters: uncertain parameters characterized by an expert in the form of certainty distributions and random parameters described by probability distributions (probability densities). It has been shown how to apply the theory of uncertain variables in the problem under consideration. Two versions of the optimal allocation problem formulation and solution have been described. A simple example illustrating a resource distribution for a complex of operations with uncertain and random execution times has been presented.
Keywords :
resource allocation; statistical distributions; certainty distribution; optimal allocation problem; parallel operations; probability distribution; random parameters; resource allocation; task allocation; uncertain parameters; Artificial intelligence; Information science; Knowledge based systems; Knowledge engineering; Laboratories; Paper technology; Probability distribution; Resource management; Roentgenium; Systems engineering and theory;
Conference_Titel :
Systems Engineering, 2005. ICSEng 2005. 18th International Conference on
Print_ISBN :
0-7695-2359-5
DOI :
10.1109/ICSENG.2005.72