参考文献
[1] Aguilar R J S, Giraldez R, Riquelme J C. Natural Encoding for Evolutionary Supervised Learning[J]. IEEE Transactions on Evolutionary Computation, 2006, 11(4): 466-479.
[2] Janez D. Statistical Comparisons of Classi?ers over Multiple Data Sets[J]. Journal of Machine Learning Research, 2006, 7: 1-30.
[3] Sarkar B K, Sana S S. A Genetic Algorithm-based Rule Extraction System[J]. Applied Soft Computing, 2012, 12(1): 238-254.
[4] John H H. Escaping Brittleness: The Possibilities of General- purpose Learning Algorithms Applied to Parallel Rule-based Systems[M]. Los Altos, USA: Morgan Kaufmann, 1986.
[5] John H H. A Mathematical Framework for Studying Learning in Classifier Systems[J]. Physica D, 1986, 22(1/3): 307-317.
[6] 王小平, 曹立明. 遗传算法: 理论, 应用与软件实现[M]. 西安: 西安交通大学出版社, 2002.
[7] John H H, Judith S R. Cognitive Systems Based on Adaptive Algorithms[J]. Newsletter ACM SIGART Bulletin, 1977, (63): 49-65.
[8] Ryan J U, Jason H M. Learning Classifier Systems: A Com- plete Introduction, Review, and Roadmap[EB/OL]. (2009- 11-13). http://www.hindawi.com/archive/2009/736398/.
[9] Guan Sheng-Uei, Zhu Fangming. An Incremental Approach to Genetic-algorithms-based Classi?cation[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2005, 35(2): 227-239.
[10] Cordon O, Herrera F, Villar P. Generating the Knowledge Base of a Fuzzyrule-based System by the Genetic Learning of the Data Base[J]. IEEE Transactions on Fuzzy Systems, 2001, 9(4): 667-674.
[11] Jesus D M J, Hoffmann F, Navascues L J. Induction of Fuzzy-rule-based Classifiers with Evolutionary Boosting Algorithms[J]. IEEE Transactions on Fuzzy Systems, 2004, 12(3): 296-308.
[12] 邓 亮, 赵 进, 王 新. 基于遗传算法的网络编码优 化[J]. 软件学报, 2009, 20(8): 2269-2279.
[13] Bak?rl? G, Birant D, Kut A. An Incremental Genetic Algorithm for Classification and Sensitivity Analysis of Its Parameters[J]. Expert Systems with Applications, 2011, 38(3): 2609-2620.
[14] Tom M M. 机器学习[M]. 曾华军, 译. 北京: 机械工业出版社, 2008.
[15] Richard O D, Peter E H, David G S. 模式分类[M]. 李宏东, 姚天翔, 译. 北京: 机械工业出版社, 2003.
[16] Carvalho D R, Freitas A A. A Hybrid Decision Tree/Genetic Algorithm Method for Data Mining[J]. Information Sciences, 2004, 163(3): 13-35.
编辑 陆燕菲 |