By Emilio Corchado, Xindong Wu, Erkki Oja, Bruno Baruque

This quantity constitutes the refereed court cases of the 4th foreign Workshop on Hybrid man made Intelligence structures, HAIS 2009, held in Salamanca, Spain, in June 2009. The eighty five papers awarded, have been conscientiously reviewed and chosen from 206 submissions. the subjects lined are brokers and multi brokers platforms, HAIS functions, cluster research, facts mining and information discovery, evolutionary computation, studying algorithms, genuine international HAIS purposes and knowledge uncertainty, hybrid man made intelligence in bioinformatics, evolutionary multiobjective computing device studying, hybrid reasoning and coordination tools on multi-agent platforms, tools of classifiers fusion, wisdom extraction in accordance with evolutionary studying, hybrid structures in response to bioinspired algorithms and argumentation tools, hybrid evolutionry intelligence in monetary engineering.

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Extra resources for Hybrid Artificial Intelligence Systems: 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009, Proceedings

Example text

In our CBR system, case revision mainly concerns the performance attributes of cases stored in the case base. After the final decision on a new case has Multi-agent Based Personal File Management Using Case Based Reasoning 31 been made and the corresponding action has been performed, the performance attributes of the n nearest neighboring cases in Φ will be updated. Specifically, the update will be carried out as follows: – For all cases, increase their total number of recommendation by one; – If the final action on the new case CA is delete, increase the correct recommendation counter of the cases contained in Φd by one; – If the final action on the new case CA is preserve, increase the correct recommendation counters of the cases contained in Φp by one.

More active intentions represent more commitment to and urgency of the related actions. , for intentions, intention not to perform the related action. These cognitive activations are interconnected in differential equations; a partial cognitive system 22 E. Aaron and H. Admoni (with many terms and equations omitted) is in equation 1, where beliefs, desires, and intentions are represented by variables beginning with B, D, and I, and time-derivative variables are on the left in each equation: ˙ = a1 BHC + a3 IDC − a5 IGC + · · · DDC ˙ = b1 BHC + b3 DDC − b6 DHH + b8 IDC − b10 IGC + · · · .

The creation of a new Ag is the result of applying genetic operators, while the disposal is due to self-destruction or suicide. Some parameters are used to control these functions (see details below). As it is happening with the agent containers in JADE, there are two execution modes for the Env: 1) main, and 2) auxiliary. There is only one main Env in the entire system and corresponds to the first instantiated agent. For each node in which the main Env is missing, an auxiliary Env is necessary.

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