信息和知識管理：分配的計算智能系統的dissertation
12-26, 2012
Assignments for Computational Intelligence
親愛的同學們，我已經準備好一些以圖書摘錄的形式的閱讀材料，但每個主題通過互聯網搜索，閱讀方式更多，這樣你應該補充自己的知識。我不想讓你產生的精確的練習，只顯示兩個，三個迭代分析了問題的描述或實現在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.ttc-switch.com/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#分頁標題#e#
親愛的同學們，我已經準備好一些以圖書摘錄的形式的閱讀材料，但每個主題通過互聯網搜索，閱讀方式更多，這樣你應該補充自己的知識。我不想讓你產生的精確的練習，只顯示兩個，三個迭代分析了問題的描述或實現在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-細胞的算法
閱讀附錄3中的文本。在致力于免疫計算的演講中，我們已經討論了關于免疫T-細胞算法的行為。 T-細胞的算法將分為自我和非我的兩種形式，而B細胞算法只是模式識別或優化。創造你自己的問題，提出其解決方案的建議，從而證明了B-細胞的基本算法。
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.ttc-switch.com/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#分頁標題#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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