DocumentCode
1189994
Title
Distributed approach to dynamic resource management based on temporal influence
Author
Berry, Pauline M. ; Choueiry, Berthe Y. ; Friha, Lamia
Author_Institution
Dept. of Inf. Sci., Strathclyde Univ., Glasgow, UK
Volume
3
Issue
2
fYear
1994
Firstpage
79
Lastpage
86
Abstract
The paper describes an approach to resource management in uncertain domains, which is based on the concept of temporal influence. The Distributed Interactive Scheduling with Abstractions Project is aimed at building a scheduling system designed to address the uncertainties of real-world domains. The system has two main features; it is distributed, taking a multi-agent view, and it uses a solution method that employs temporal abstractions to aid decision-making. The multi-agent view is a novel architecture based on a hierarchical representation of time and a dynamic heterogenetic structure for problem-solving agents. Temporal abstractions in the form of summarisations and generalisations are used for problem reduction and conflict resolution, providing a second novel idea. An additional goal of this project is to provide the user with the environment and information necessary to allow useful and intelligent interaction with the problem-solving process. Temporal abstractions also play an important role in the satisfaction of this goal
Keywords
constraint handling; cooperative systems; interactive systems; knowledge based systems; problem solving; resource allocation; scheduling; Distributed Interactive Scheduling with Abstractions Project; conflict resolution; decision-making; dynamic heterogenetic structure; dynamic resource management; generalisations; multi-agent view; problem-solving agents; real-world domains; scheduling system; summarisations; temporal abstractions; temporal influence; uncertain domains;
fLanguage
English
Journal_Title
Intelligent Systems Engineering
Publisher
iet
ISSN
0963-9640
Type
jour
Filename
329614
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