Download PDF by Kangshun Li, Jin Li, Yong Liu, Aniello Castiglione: Computational Intelligence and Intelligent Systems: 7th

By Kangshun Li, Jin Li, Yong Liu, Aniello Castiglione

ISBN-10: 9811003556

ISBN-13: 9789811003554

ISBN-10: 9811003564

ISBN-13: 9789811003561

This publication constitutes the refereed lawsuits of the seventh foreign Symposium on Intelligence Computation and purposes, ISICA 2015, held in Guangzhou, China, in November 2015.

The seventy seven revised complete papers provided have been rigorously reviewed and chosen from 189 submissions. The papers function the main updated learn in research and thought of evolutionary computation, neural community architectures and studying; neuro-dynamics and neuro-engineering; fuzzy good judgment and regulate; collective intelligence and hybrid platforms; deep studying; wisdom discovery; studying and reasoning.

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Additional resources for Computational Intelligence and Intelligent Systems: 7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22, 2015, Revised Selected Papers

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Struct. 89(23–24), 2325–2336 (2013) 5. : Multimodal size, shape, and topology optimisation of truss structures using the firefly algorithm. Adv. Eng. Softw. 56, 23–37 (2013) 6. : A discrete firefly algorithm for the multi-objective hybrid flowshop scheduling problems. IEEE Trans. Evol. Comput. 18(2), 301–305 (2014) 22 H. Wang et al. 7. : A gaussian firefly algorithm. Int. J. Mach. Learn. Comput. 1(5), 448–453 (2011) 8. : Modified firefly algorithm. J. Appl. Math. Article ID 467631 (2012). 1155/2012/467631 9.

As shown in Fig. 1, and denote labeled samples of Class A and Class B respectively; denotes unlabeled samples. Given the condition of linearly separable binary classification, initial hyper-plane classification is shown by a solid line, as shown in Fig. 1(a), the points lie on the two parallel hyper-planes and are called current support vectors (as shown by the dash lines). Based on the MS algorithm, points with maximal amount of information should be in the margin (bounded by the dash lines in the figure).

This work was supported by the National Natural Science Foundation of China under Grant No. 61573157, by the Fund of the Natural Science Foundation of Guangdong Province of China under Grant No. 2014A030313454, and by the Natural Science Foundation of Jiangxi, China (No. 20142BAB217028). References 1. : Online nondestructive inspection of automotive aluminum wheel hubs. Nondestructive Inspection (2), pp. 41–43 (2000) 2. : Application of high resolution X-ray computed tomography to mineral deposit origin, evaluation, and processing.

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Computational Intelligence and Intelligent Systems: 7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22, 2015, Revised Selected Papers by Kangshun Li, Jin Li, Yong Liu, Aniello Castiglione


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