An algorithm for graph optimal monomorphism

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. >

[1]  Andrew K. C. Wong,et al.  Entropy and Distance of Random Graphs with Application to Structural Pattern Recognition , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Béla Bollobás,et al.  Random Graphs , 1985 .

[3]  Julian R. Ullmann,et al.  An Algorithm for Subgraph Isomorphism , 1976, J. ACM.

[4]  Andrew K. C. Wong,et al.  Graph Optimal Monomorphism Algorithms , 1980, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  John Stroud Airports of the world , 1980 .

[6]  King-Sun Fu,et al.  Error-Correcting Isomorphisms of Attributed Relational Graphs for Pattern Analysis , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[7]  King-Sun Fu,et al.  Subgraph error-correcting isomorphisms for syntactic pattern recognition , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[8]  Robert M. Haralick,et al.  Structural Descriptions and Inexact Matching , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[9]  King-Sun Fu,et al.  An Image Understanding System Using Attributed Symbolic Representation and Inexact Graph-Matching , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Andrew K. C. Wong,et al.  A New Algorithm for Graph Monomorphism Based on the Projections of the Product Graph , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[11]  Thomas S. Huang,et al.  A subgraph isomorphism algorithm using resolution , 1981, Pattern Recognit..

[12]  Andrew K. C. Wong,et al.  Structural pattern recognition: a random graph approach , 1987 .