By Fatos Xhafa, Srikanta Patnaik, Zhengtao Yu
To date, examine on interactive clever structures has principally concentrated both at the realisation of the platforms’ services or at the cognitive techniques and/or behaviour in their clients. With the quick improvement of Internet-based applied sciences, the layout of interactive clever platforms is dealing with many rising concerns and demanding situations akin to investigating the ways in which synthetic brokers and human intelligence can collaborate for larger functionality, realizing person requisites and consumer cognitive tactics, safeguarding person privateness, and so on.
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Additional resources for Recent Developments in Intelligent Systems and Interactive Applications: Proceedings of the International Conference on Intelligent and Interactive Systems and Applications (IISA2016)
Figure 1 plots the convergence curve of average IGD values in logarithmic scalar over 30 runs of each sequential and parallel CAEA for each benchmark problem on the cluster. It is evident from Fig. 1 that the qualities of fronts discovered by the peCAEA are close to those by the sequential CAEA. Besides, the speedup metric is used to measure the effect of parallelization of algorithms. Figure 2 shows the speedup curves obtained by each parallel CAEA with the number of involved nodes increasing from 1 to 8.
The research was supported by National Natural Science Foundation of China. (Grant Nos. 11571138). References 1. : Multivariate Statistical Analysis, 2nd edn. Statistics Press, London (2006). pp. 20–25 2. : Parameter estimation of multiple linear regression models based on the improved particle swarm optimization algorithm. Comput. Eng. Sci. 32(4), 101–105 (2011) 3. : The study on determination of multivariate nolinear regression coefﬁcient about genetic algorithm. J. Agric. Univ. 25(2), 07–14 (2002).
Lin et al. For convenience of discussion, we introduce a matrix function MðXÞ ¼ MðXÞ ¼ AT ðAXB þ CXDÞBT þ CT ðAXB þ CXDÞDT þ BðBT XAT þ DT XCT ÞA þ DðBT XAT þ DT XCT ÞC þ SAT ðASXSB þ CSXSDÞBT S þ SCT ðASXSB þ CSXSDÞDT S þ SBðBT SXSAT þ DT XCT ÞAS þ SDðBT SXSAT þ DT SXSCT ÞCS Therefore, the Eq. (2) is changed to MðXÞ ¼ H, X 2 BASRnÂn . It can be proved by Lemma 1, then MðXÞ 2 BASRnÂn In summary, the solution of the problem I is the anti-symmetric solution of the matrix Eq. (1) The following proof of matrix Eq.
Recent Developments in Intelligent Systems and Interactive Applications: Proceedings of the International Conference on Intelligent and Interactive Systems and Applications (IISA2016) by Fatos Xhafa, Srikanta Patnaik, Zhengtao Yu