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The solution of constrained satisfaction and constrained optimization problems using a Hopfield model requires determination of the values of a certain number of coefficients linked to the surrounding conditions of the problem. It is quite difficult to determine these values, mainly because a heuristic search is necessary. This is not only time-consuming but may lead to solutions that are far from optimal, or even nonvalid ones. So far, there have been no works in literature offering a general method for the search for coefficents with will guarantee optimal or close to optimal solutions. This paper proposes a fuzzy approach which allows automatic determination of Hopfield coefficients
Published in:
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
(Volume:29
,
Issue:
6
)
Date of Publication: Dec 1999
- Page(s):
- 895 - 902
- ISSN :
- 1083-4419
- INSPEC Accession Number:
- 6462901
- Digital Object Identifier :
- 10.1109/3477.809042
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 06 August 2002
- Issue Date :
- Dec 1999
- Sponsored by :
- IEEE Systems, Man, and Cybernetics Society
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