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By Thorsten Wuest, Christopher Irgens, Klaus-Dieter Thoben (auth.), Christos Emmanouilidis, Marco Taisch, Dimitris Kiritsis (eds.)

ISBN-10: 3642403603

ISBN-13: 9783642403606

ISBN-10: 3642403611

ISBN-13: 9783642403613

The volumes IFIP AICT 397 and 398 represent the completely refereed post-conference lawsuits of the overseas IFIP WG 5.7 convention on Advances in construction administration platforms, 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 geared up in 6 elements: sustainability; layout, production and construction administration; human components, studying and innovation; ICT and rising applied sciences in creation administration; product and asset lifecycle administration; and prone, provide chains and operations.

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Extra resources for Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services: IFIP WG 5.7 International Conference, APMS 2012, Rhodes, Greece, September 24-26, 2012, Revised Selected Papers, Part II

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However, the problem of finding the optimal linear split is more difficult and intractable than that of finding the optimal univariate split (Murthy, 1998; Lior and Oded, 2005). In the problem of finding the optimal univariate * Corresponding author. C. Emmanouilidis, M. Taisch, D. ): APMS 2012, Part II, IFIP AICT 398, pp. 9–16, 2013. -H. -J. Cho, and H. Lee split, Athanasios and Dimitris (2001) proposed the use of a genetic algorithm to directly evolve classification decision trees. The computational burden for genetic algorithms is substantially bigger than that for other algorithms.

To avoid it, a three-phase hybrid procedure is proposed. First phase is to construct a preliminary decision tree by CART and to determine the splitting variables. But, the threshold values from CART are not used in the proposed method. Only the number of threshold values will be maintained and the threshold values of each splitting variable will be re-determined in the second phase. Second phase is to optimize the preliminary decision tree by determining the optimal thresholds of splitting variables simultaneously using the adaptive PSO in Zhan et al.

Mirlind Bruqi, Ram¨e Likaj, and Jorgaq Kaqani Flexible and Reconfigurable Layouts in Complex Manufacturing Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . Maria Manuela Azevedo, Jos´e Ant´ onio Crispim, and Jorge Pinho de Sousa Cost Management Practices in Collaborative Product Development Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . Carlos Barbosa, Paulo Afonso, and Manuel Nunes The Multidisciplinary Virtual Product Development Integrates the Influence of Die Casting Defects in the Mechanical Response .

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Advances in Production Management Systems. Competitive Manufacturing for Innovative Products and Services: IFIP WG 5.7 International Conference, APMS 2012, Rhodes, Greece, September 24-26, 2012, Revised Selected Papers, Part II by Thorsten Wuest, Christopher Irgens, Klaus-Dieter Thoben (auth.), Christos Emmanouilidis, Marco Taisch, Dimitris Kiritsis (eds.)


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