A Genetic Programming Heuristic for the One-Machine Total Tardiness Problem

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{dimopoulos:1999:AGPHOTTP,

• author = "Christos Dimopoulos and Ali M. S. Zalzala",
• title = "A Genetic Programming Heuristic for the One-Machine Total Tardiness Problem",
• booktitle = "Proceedings of the Congress on Evolutionary Computation",
• year = "1999",
• editor = "Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala",
• volume = "3",
• pages = "2207--2214",
• address = "Mayflower Hotel, Washington D.C., USA",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• month = "6-9 " # jul,
• organisation = "Congress on Evolutionary Computation, IEEE / Neural Networks Council, Evolutionary Programming Society, Galesia, IEE",
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, manufacturing optimization, benchmark problems, dispatching rules, due date tardiness, due date tightness, genetic programming heuristic, local search techniques, manufacturing optimisation problems, modified genetic programming framework, one-machine total tardiness problem, permutations, dispatching, evolutionary computation, heuristic programming, optimisation, scheduling, search problems",
• ISBN = "0-7803-5536-9 (softbound)",
• ISBN = "0-7803-5537-7 (Microfiche)",
• DOI = "doi:10.1109/CEC.1999.785549",
• abstract = "Genetic programming has rarely been applied to manufacturing optimisation problems. In this report we investigate the potential use of genetic programming for the solution of the one-machine total tardiness problem. Combinations of dispatching rules are employed as an indirect way of representing permutations within a modified genetic programming framework. Hybridisation of genetic programming with local search techniques is also introduced, in an attempt to improve the quality of solutions. All the algorithms are tested on a large number of benchmark problems with different levels of tardiness and tightness of due dates",
• notes = "CEC-99 - A joint meeting of the IEEE, Evolutionary Programming Society, Galesia, and the IEE.

  Library of Congress Number = 99-61143",

}

Genetic Programming entries for Christos Dimopoulos Ali M S Zalzala

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