- author = "Christos Dimopoulos and Neil Mort",
- title = "Evolving similarity coefficients for the solution of cellular manufacturing problems",
- booktitle = "Proceedings of the Congress on Evolutionary Computation (CEC 2000)",
- year = "2000",
- pages = "617--624",
- volume = "1",
- address = "La Jolla Marriott Hotel La Jolla, California, USA",
- publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
- month = "6-9 " # jul,
- organisation = "IEEE Neural Network Council (NNC), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE)",
- publisher = "IEEE Press",
- email = "chris_dimop@hotmail.com",
- keywords = "genetic algorithms, genetic programming, cell formation, similarity coefficients, engineering applications, Jaccard similarity coefficient, cell formation problem, cellular manufacturing problems, cellular manufacturing system, clustering procedure, evolved coefficients, evolving similarity coefficients, genetic programming algorithm, hierarchical clustering procedures, manufacturing optimisation problem, similarity coefficients, simple cell formation problems, flexible manufacturing systems, pattern clustering",
-
DOI = "
doi:10.1109/CEC.2000.870355",
- ISBN = "0-7803-6375-2",
- abstract = "The cell formation problem is a classic manufacturing optimisation problem associated with the implementation of a cellular manufacturing system. A variety of hierarchical clustering procedures have been proposed for the solution of this problem. Essential for the operation of a clustering procedure is the determination of a form of similarity between the objects that are going to be grouped. In this paper we employ a Genetic Programming algorithm for the evolution of new similarity coefficients for the solution of simple cell formation problems. Evolved coefficients are tested against the well-known Jaccard's similarity coefficient on a large number of problems taken from the literature",
-
notes = "also called \cite{dimopoulos:2000:ESCSCMP}
\cite{870355}. CEC-2000 - A joint meeting of the IEEE,
Evolutionary Programming Society, Galesia, and the
IEE.
IEEE Catalog Number = 00TH8512,
Library of Congress Number = 00-018644",
