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courses:ae4m33bia:labs [2012/10/17 11:52]
kubalik
courses:ae4m33bia:labs [2013/04/18 18:59]
kubalik
Line 15: Line 15:
 ^ Seminar ^ Topic ^ Materials ^ ^ Seminar ^ Topic ^ Materials ^
 | 1.        | Introduction to optimization -- dynamic programming demonstration,​ local search algorithm demonstration ​ | {{:​courses:​ae4m33bia:​dp_examples.pdf|}},​ {{:​courses:​ae4m33bia:​local_optimizers.zip|}} |  | 1.        | Introduction to optimization -- dynamic programming demonstration,​ local search algorithm demonstration ​ | {{:​courses:​ae4m33bia:​dp_examples.pdf|}},​ {{:​courses:​ae4m33bia:​local_optimizers.zip|}} | 
-| 2.        | Survey of successful applications of neural networks. | {{:courses:ae4m33bia:ann_examples_2011.pdf|}} ​ |  +| 2.        | Survey of successful applications of neural networks. | {{:courses:a4m33bia:ann_examples-2013.pdf|}} ​ |  
-| 3.        | JavaNNS -- introduction to the system. ANN individual project assignment. | {{:​courses:​ae4m33bia:​javanns-win.zip|JavaNNS}}, ​ [[courses:ae4m33bia:guidelines_ann|Guidelines for ANN assignment]], {{:courses:ae4m33bia:​snnsv4.2.manual.pdf|}},​ [[http://​www.cs.bham.ac.uk/​~jxb/​NN/​javaNNS/​javaNNSguide.html|Quick Guide to javaNNS]] |  +| 3.        | JavaNNS -- introduction to the system. ANN individual project assignment. | [[http://​www.mathworks.com/​products/​neural-network/​index.html|Matlab Neural Network Toolbox]], ​{{:​courses:​ae4m33bia:​javanns-win.zip|JavaNNS ​(Win)}}, {{:courses:a4m33bia:javanns-mac.zip|JavaNNS (Mac)}}, {{:courses:a4m33bia:​snnsv4.2.manual.pdf|}},​ [[http://​www.cs.bham.ac.uk/​~jxb/​NN/​javaNNS/​javaNNSguide.html|Quick Guide to javaNNS]] |  
-| 4.        | Consultations on ANN project | [[http://​research.cs.tamu.edu/​prism/​lectures/​iss/​iss_l13.pdf|Three-way data splits]], [[http://​en.wikipedia.org/​wiki/​Confusion_matrix|Confusion matrix]], [[http://​en.wikipedia.org/​wiki/​Cross-validation_%28statistics%29#​K-fold_cross-validation|K-fold cross-validation]] ​ | +| 4.        | Consultations on ANN project | [[http://​research.cs.tamu.edu/​prism/​lectures/​iss/​iss_l13.pdf|Three-way data splits]], [[http://​en.wikipedia.org/​wiki/​Confusion_matrix|Confusion matrix]], [[http://​en.wikipedia.org/​wiki/​Cross-validation_%28statistics%29#​K-fold_cross-validation|K-fold cross-validation]], {{:​courses:​a4m33bia:​somtoolbox2_mar_17_2005.zip|SOM toolbox}}, {{:​courses:​a4m33bia:​som_toolbox_manual.pdf|SOM toolbox manual}} ​ ​| ​
 | 5.        | Self-organizing maps  | {{:​courses:​ae4m33bia:​somtoolbox2_mar_17_2005.zip|}},​ {{:​courses:​ae4m33bia:​som_toolbox_manual.pdf|}} ​ |  | 5.        | Self-organizing maps  | {{:​courses:​ae4m33bia:​somtoolbox2_mar_17_2005.zip|}},​ {{:​courses:​ae4m33bia:​som_toolbox_manual.pdf|}} ​ | 
-| 6.        | Simple genetic algorithm demonstration. | {{:​courses:​ae4m33bia:​ea-matlab.zip|}},​ {{:​courses:​ae4m33bia:​individual_projects_ea_2012.pdf|}},​ {{:​courses:​ae4m33bia:​sga.zip|}} ​+| 6.        | Consultations on ANN project. |  
 | 7.        | {{:​courses:​ae4m33bia:​applications_of_eas.pdf|Successful applications of evolutionary algorithms}},​ EA individual project assignment. ​ |  |  | 7.        | {{:​courses:​ae4m33bia:​applications_of_eas.pdf|Successful applications of evolutionary algorithms}},​ EA individual project assignment. ​ |  | 
 | 8.        | **Submission of reports on neural networks**, Consultations on EA project ​ |  |  | 8.        | **Submission of reports on neural networks**, Consultations on EA project ​ |  | 
-| 9.        | Midterm test  ​ +| 9.        | Simple genetic algorithm demonstration. ​{{:​courses:​ae4m33bia:​ea-matlab.zip|}},​ {{:​courses:​ae4m33bia:​individual_projects_ea_2012.pdf|}},​ {{:​courses:​ae4m33bia:​sga.zip|}} ​
 | 10.        | Consultations on EA project ​ |    |  | 10.        | Consultations on EA project ​ |    | 
 | 11.        | Consultations on EA project ​ |  |  | 11.        | Consultations on EA project ​ |  | 
-| 12.        | Consultations on EA project ​ |  |  +| 12.        | **Midterm test**. ​ |  {{:​courses:​ae4m33bia:​sampletest.pdf|**Sample test**}} |  
-13.        | **Submission of reports on evolutionary algorithms**Oral presentations of the EA project |  |  +| 13.        | Consultations on EA project ​ |  |  
-| 14.        | EA program presentations,​ Assignments |  | +14.        | **Submission of reports on evolutionary algorithms, EA program presentations**, Assignments |  | 
  
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courses/ae4m33bia/labs.txt · Last modified: 2015/03/08 21:02 by kubalik