A Simplex-Genetic Hybrid Approach for the Classification of Image Textures

  title={A Simplex-Genetic Hybrid Approach for the Classification of Image Textures},
  author={Li Pan and Hong Zheng},
  journal={2005 International Conference on Neural Networks and Brain},
  • Li Pan, Hong Zheng
  • Published 2005 in
    2005 International Conference on Neural Networks…
This paper proposes a hybrid approach to classify image textures by integrating genetic algorithms and the simplex method. The simplex method is a kind of local searching method that gets new and better simplex points by reflection, expansion and contraction operations. Since the method converges quickly, this paper employs the local search characteristic of the simplex method to avoid the premature of genetic algorithms. Based on the integration of genetic algorithms and the simplex method, a… CONTINUE READING


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Genetic algorithm for producing texture "tuned" masks

Z. Zheng, H Zheng
Pattern Recognition andArtficial Intelligence, Vol.14, pp.119-122, 2001 1196 • 2001
View 1 Excerpt

A hybrid approach to modeling metabolic systems using a genetic algorithms and simplex method

J.Yen, C .Liao, B. Lee, D. Randolph
IEEE Thans. on Systems, Man, and Cybernetics-part B :cybernetics, Vol.28, pp.173-191, 1998 • 1998

Genetic algorithms and neighborhood search algonthms for fizzy flowshop scheduling problems

H Ishibuchi, N.Yamamoto, T. Murata, H Tanaka
Fuzzy Sets System, vol. 67, pp.81-100, 1994 • 1994

Staged Hybrid Genetic Search for Seismic Data Imaging

International Conference on Evolutionary Computation • 1994
View 1 Excerpt

The Application ofthe Mathematic Programming in Surveying and Mapping, China Surveying and Mapping

Z Zheng

A hybrid of friedman's multivariate adaptive regression splines (MARS) with Holland's genetic algorithm

D. G Rogers
Pro. of the 4th Int. ConfGeneticAlgorithms, San Diego CA ,pp,384-391,1991 • 1991

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