By Christos Emmanouilidis, Marco Taisch, Dimitris Kiritsis

ISBN-10: 3642403603

ISBN-13: 9783642403606

The 2 volumes IFIP AICT 397 and 398 represent the completely refereed post-conference lawsuits of the overseas IFIP WG 5.7 convention on Advances in creation administration structures, APMS 2012, held in Rhodes, Greece, in September 2012. The 182 revised complete papers have been conscientiously reviewed and chosen for inclusion within the volumes. they're equipped in 6 elements: sustainability; layout, production and construction administration; human components, studying and innovation; ICT and rising applied sciences in construction administration; product and asset lifecycle administration; and providers, provide chains and operations.

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3. Schematic Illustration of Possible Relations of State Characteristics In theory, it would be ideal, if all relations along the manufacturing chain could be described in great detail so a prefund forecast of the products final state could be made with exact results. That way, in case of a deviation to the originally planned Analysis of Manufacturing Process Sequences, Using Machine Learning 5 product state, certain adjustments could be executed accordingly to meet the customer requirements. But practically, due to the high complexity and dimensionality of the task, it is unlikely that all or even most relations can be identified and described in the needed detail.

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9, 2, 2). We compare our results against the original CART results using 5-fold cross validation to see the performance improvement through the proposed optimization method. In the proposed method, we use the classification accuracy as the fitness function. 1 Artificial Data Sets The artificial data sets having three classes and three attributes are generated from 3dimensional multivariate normal distributions. Three different mean vectors and variance-covariance matrices are chosen as in Table 1.

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Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services: IFIP WG 5.7 International Conference, APMS ... in Information and Communication Technology) by Christos Emmanouilidis, Marco Taisch, Dimitris Kiritsis


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