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Abstract: This thesis develops an optimisation framework within which the principle of least commitment can be applied to the solution of ambiguous consistent labelling problems. The natural optimisation method for such an approach is a hybrid genetic algorithm. The starting point is the refinement of an existing Bayesian approach to inexact labelling problems. Two criteria are presented which measure consistency in terms of the edit distance between labelled configurations and a dictionary of legal... (Update)
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BibTeX entry: (Update)
R. Myers and Edwin R. Hancock. Genetic algorithms for ambiguous labelling problems. In Proceedings of the International Workshop Energy Minimization Methods in Computer Vision and Pattern Recognition, pages 345-360, Venice (Italy), 21.-23. May 1997. Springer-Verlag, Berlin (Germany). yEEA87342/97 ga97aMyers. http://citeseer.ist.psu.edu/myers99genetic.html More
@inproceedings{ myers97genetic,
author = "Richard Myers and Edwin R. Hancock",
title = "Genetic Algorithms for Ambiguous Labelling Problems",
booktitle = "Energy Minimization Methods in Computer Vision and Pattern Recognition",
pages = "345-360",
year = "1997",
url = "citeseer.ist.psu.edu/myers99genetic.html" }
Citations (may not include all citations):2138 Genetic Algorithms in Search (context) - Goldberg - 1989
1931 Adaptation in Natural and Artificial Systems (context) - Holland - 1975
1447 A mathematical theory of communication (context) - Shannon - 1948
702 Consistency in networks of relations (context) - Mackworth - 1977
588 A Handbook of Genetic Algorithms (context) - Davis - 1991
539 Computer Vision (context) - Ballard, Brown - 1982
471 Genetic Programming - Koza - 1992
353 An Introduction to Genetic Algorithms (context) - Mitchell - 1996
304 A framework for representing knowledge (context) - Minsky - 1975
303 Stochastic relaxation (context) - Geman, Geman - 1984
278 Natural Language Understanding (context) - Allen - 1994
275 Uniform crossover in genetic algorithms (context) - Syswerda - 1989
272 Tabu search - Glover - 1989
270 The string-to-string correction problem (context) - Wagner, Fischer - 1974
229 Evolutionsstrategie - Optimierung Technischer Systeme nach P.. (context) - Rechenberg - 1973
[Article contains additional citations not shown here]
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