Title :
Resource allocation in a flexible manufacturing system by graph matching
Author :
Shen, Helen C. ; Hodgson, John A.B. ; Heppler, Glenn R.
Author_Institution :
Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
Abstract :
Resource allocation in a flexible manufacturing system (FMS), such as assignment of resources to tasks, can be solved efficiently using graph matching methods. The FMS is modeled as a graph: the vertices are resources and tasks, and the edges ar relationships between the resources and tasks. Resources are allocated by finding a match in the graph. The general matching problem is reviewed as an optimization problem; the more specific maximum cardinality 1-matching problem is discussed in detail. A direct parallelization of an algorithm is described which may be regarded as an archetype for implementation on a distributed network of computers in a large FMS. In such an FMS, planning activities such as resource allocation are decentralized, allowing for quicker and more detailed planning
Keywords :
flexible manufacturing systems; graph theory; resource allocation; FMS; decentralized planning; graph matching; maximum cardinality 1-matching problem; optimization problem; resource allocation; tasks; Computer networks; Concurrent computing; Design engineering; Distributed computing; Flexible manufacturing systems; Production planning; Resource management; System recovery; Systems engineering and theory; Workstations;
Conference_Titel :
Robotics and Automation, 1991. Proceedings., 1991 IEEE International Conference on
Conference_Location :
Sacramento, CA
Print_ISBN :
0-8186-2163-X
DOI :
10.1109/ROBOT.1991.131794