DocumentCode :
1467646
Title :
An algorithm for graph optimal monomorphism
Author :
Wong, A.K.C. ; You, M. ; Chan, S.C.
Author_Institution :
Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
Volume :
20
Issue :
3
fYear :
1990
Firstpage :
628
Lastpage :
638
Abstract :
An algorithm for finding the optimal monomorphism between two attributed graphs is proposed. The problem is formulated as a tree search problem. To guide the search the branch-and-bound heuristic approach is adopted, using an efficient consistent lower bounded estimate for the evaluation function of the cost associated with the optimal solution path in the search tree. The algorithm is a generalization of an algorithm for graph optimal isomorphism. The algorithm´s potential for engineering application is demonstrated by a simple structural pattern recognition problem and a plant allocation and distribution problem
Keywords :
optimisation; search problems; trees (mathematics); branch-and-bound heuristic; graph optimal isomorphism; graph optimal monomorphism; pattern recognition; plant allocation; plant distribution problems; tree search problem; Cost function; Decision trees; Design engineering; Entropy; Helium; Pattern matching; Pattern recognition; Search problems; Systems engineering and theory; Tree graphs;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9472
Type :
jour
DOI :
10.1109/21.57275
Filename :
57275
Link To Document :
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