• 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