信息和知识管理：分配的计算智能系统的dissertation
12-26, 2012
Assignments for Computational Intelligence
亲爱的同学们，我已经准备好一些以图书摘录的形式的阅读材料，但每个主题通过互联网搜索，阅读方式更多，这样你应该补充自己的知识。我不想让你产生的精确的练习，只显示两个，三个迭代分析了问题的描述或实现在MATLAB或性能。
Dear Students, I have prepared some basic material to read in the form of book excerpts but you should complement your knowledge about each topic by searching the internet and reading more. I do not want you to produce the exact solutions of the exercises, show only by either a description or an implementation in Matlab or a performance of two, three iterations that you have analyzed the problems.
1. Recurrent Neural Networks
Read the text in Appendix 1 (Computational Intelligence by L. Rutkowski). Select one of the models describing the recurrent neural networks to classify three arbitrary patterns like digits, letters or other signs. Describe your way of thinking in some steps.
2. Genetic and evolutionary algorithms
Read the text in Appendix 3 (Immunological Computation by Dipankar Dasgupta and Louis Fernando Niño). During the lecture devoted to immunological computation we have discussed the algorithms based on the behavior of the T-cell. The T-cell http://www.ukthesis.org/xxhzsglzy/algorithms divide the space of discourse in self and nonself, whereas the B-cell algorithms are applied to either pattern recognition or optimization. Invent your own problem with a proposal of its solution to demonstrate the B-cell basic algorithm.#p#分页标题#e#
亲爱的同学们，我已经准备好一些以图书摘录的形式的阅读材料，但每个主题通过互联网搜索，阅读方式更多，这样你应该补充自己的知识。我不想让你产生的精确的练习，只显示两个，三个迭代分析了问题的描述或实现在MATLAB或性能。
Dear Students, I have prepared some basic material to read in the form of book excerpts but you should complement your knowledge about each topic by searching the internet and reading more. I do not want you to produce the exact solutions of the exercises, show only by either a description or an implementation in Matlab or a performance of two, three iterations that you have analyzed the problems.
1. Recurrent Neural Networks
Read the text in Appendix 1 (Computational Intelligence by L. Rutkowski). Select one of the models describing the recurrent neural networks to classify three arbitrary patterns like digits, letters or other signs. Describe your way of thinking in some steps.
2. Genetic and evolutionary algorithms
3。克隆B-细胞的算法
阅读附录3中的文本。在致力于免疫计算的演讲中，我们已经讨论了关于免疫T-细胞算法的行为。 T-细胞的算法将分为自我和非我的两种形式，而B细胞算法只是模式识别或优化。创造你自己的问题，提出其解决方案的建议，从而证明了B-细胞的基本算法。
3. Clonal B-cell based algorithmsRead the text in Appendix 3 (Immunological Computation by Dipankar Dasgupta and Louis Fernando Niño). During the lecture devoted to immunological computation we have discussed the algorithms based on the behavior of the T-cell. The T-cell http://www.ukthesis.org/xxhzsglzy/algorithms divide the space of discourse in self and nonself, whereas the B-cell algorithms are applied to either pattern recognition or optimization. Invent your own problem with a proposal of its solution to demonstrate the B-cell basic algorithm.#p#分页标题#e#
4. Cultural algorithms
Read the text in Appendix 4 (Computational Intelligence by Andries Engelbrecht).Give a practical example of using the BCL (Basic Cultural Algorithm), which fits for your invented problem.
5. Fuzzy data mining
Read the description of the method(Appendix 5). Cluster the set (a, c), (b, d), (e, f ), (g, i), (c, d), (h, i) in at least the fuzzy 2-means partition according to the placement of points. Find the membership degrees of fuzzy clusters after two or three iterations. Set m = 2.
Note: Please, make the electronic PDF (ONLY!) If you make scans of the pages written by hand then your handwriting should be visible and clear.
Read the text in Appendix 4 (Computational Intelligence by Andries Engelbrecht).Give a practical example of using the BCL (Basic Cultural Algorithm), which fits for your invented problem.
5. Fuzzy data mining
Read the description of the method(Appendix 5). Cluster the set (a, c), (b, d), (e, f ), (g, i), (c, d), (h, i) in at least the fuzzy 2-means partition according to the placement of points. Find the membership degrees of fuzzy clusters after two or three iterations. Set m = 2.
Note: Please, make the electronic PDF (ONLY!) If you make scans of the pages written by hand then your handwriting should be visible and clear.
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