Advanced Intelligent Computing Theories and Applications by De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine,

By De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, Kang-Hyun Jo

This booklet - together with the 2 volumes LNCS 5226 and LNAI 5227 - constitutes the refereed complaints of the Fourth foreign convention on clever Computing, ICIC 2008, held in Shanghai, China in September 2008. The clever computing expertise features a diversity of ideas resembling man made intelligence, perceptual and development reputation, evolutionary and adaptive computing, informatics theories and functions, computational neuroscience and bioscience, gentle computing, case established and restricted reasoning, brokers, networking and machine supported co-operative operating, human desktop interface concerns. ICIC subject matter unifies the image of latest clever computing concepts as an vital idea that highlights the traits in complicated computational intelligence and bridges theoretical learn with purposes.

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The reason is alligator cracking will bring water invasion so they will further develop into pen-holes and dents. Therefore, based on the result of Data Mining, this study concludes that, to prevent future structural damages, longitudinal cracking have to be prevented. Longitudinal cracking are caused when rolling press is not done properly, so on-site quality control should be enhanced to prevent longitudinal cracking from appearing. Table 1. Frequency of a candidate item set with 1 item appears Damage Type Support Damage Type Support 1sa 1sb 1ma 1mb 1mc 2sa 2sb 2mb 3sa 3sb 3ma 3mb 15 4 17 32 2 1 4 9 15 17 1 22 4sa 4sb 4ma 4mb 4ha 5sa 5sb 5ma 5mb 6sa 6ma 6mb 27 2 7 1 3 4 3 1 5 2 1 1 Damage Type Support 7sa 7sb 7sc 7ma 7mb 7mc 8sa 8ma 9sb 10mb 10mc 13sa 13mb 1 2 1 1 5 1 3 1 1 1 1 2 2 Table 2.

One solution is represented an individual with a string of customers representing a route to be served by only one vehicle. For example, in the dispatched task of six customers {0, 1, 2, 7, 3, 4, 8, 5, 6} can be a solution, where the numbers bigger than six (or M) are separators. This solution is 28 W. -Y. Zhou explained as 0Æ1Æ2Æ0, 0Æ3Æ4Æ0, 0Æ5Æ6Æ0. After defining the chromosome, selection, crossover and mutation is applied to jump out the local solution. In the crossover, the initial position and crossover length are generated randomly, the crossover method can be described as followed.

Manufact. Technol. 28, 551–555 (2006) 12. : The Permutation Flow Shop with Buffers: a Tabu Search Approach. European J. Operat. Res. cn Abstract. Vehicle routing problem becomes more remarkable with the development of modern logistics. Ant colony and genetic algorithm are combined for solving vehicle routing problem. GA can overcome the drawback of premature and weak exploitation capabilities of ant colony and converge to the global optimal quickly. The performance of the proposed method as compared to those of the genetic-based approaches is very promising.

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