Titlebook: Advances in Soft Computing; 10th Mexican Interna Ildar Batyrshin,Grigori Sidorov Conference proceedings 2011 Springer-Verlag GmbH Berlin He

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0302-9743 proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully selected from XXX submissions. The second volume contains 46 papers focusing on soft computing. The paper

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Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Processe same uncertain data. Model development is conducted, mainly, by experimental data which is comprised by thirteen data sets obtained from different performances of the process, each data set presents a different level of uncertainty. Parameters from models are tuned with gradient-descent rule, a technique from neural networks field.

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A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chainsw that this approach is a viable alternative to solve this problem by getting the shortest BCs reported in the literature and in a reasonable time. Also, it was used a fine-tuning process for the MS algorithm, which was done with the help of Covering Arrays (CA) and the solutions of a Diophantine Equation (DE).

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