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

This e-book constitutes the refereed complaints of the seventh overseas 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 characteristic the main updated study in research and concept of evolutionary computation, neural community architectures and studying; neuro-dynamics and neuro-engineering; fuzzy good judgment and keep watch over; collective intelligence and hybrid structures; 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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1 Test Functions In order to verify the performance of the proposed NFA, there are thirteen classical benchmark functions used in the following experiments [15, 16]. According to their properties, they are divided into two groups: unimodal functions (f1-f7) and multimodal functions (f8-f13). All test functions are minimization problems. In this paper, we only consider the problems with D = 30. The mathematical descriptions of these functions are listed as follows. (1) Sphere f 1 ð xÞ ¼ XD x2 i¼1 i where xi 2 [−100, 100], and the global optimum is 0.

An information flow model for conflict and fission in small groups. J. Anthropol. Res. 33(4), 452–473 (1977) 18. : The bottlenose dolphin community of doubtful sound features a large proportion of long-lasting associations-can geographic isolation explain this unique trait. Behav. Ecol. Sociobiol. com Abstract. Based on margin sampling (MS) strategy, an active learning approach was introduced for proposed sample selection from large quantities of labeled samples using a Landsat-7 ETM+ image to solve remote sensing image classification problems for large number of training samples.

For a minimization problem, the brightness can be proportional to the objective function. It means that the brighter firefly has smaller objective function value. As light intensity and thus attractiveness decreases as the distance from the source increases, the variations of light intensity and attractiveness should be monotonically decreasing functions. This can be approximated by the following Eq. [1]: IðrÞ ¼ I0 eÀcr : 2 ð1Þ where I is the light intensity, I0 is the original light intensity, and c is the light absorption coefficient.

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