Identical Distributed Pairwise NQD Random Variables Sequences with a Novel Mutation Operator

Article Preview

Abstract:

We study the strong stability of linear forms of pairwise negatively quadrant dependent (NQD) identically distributed random variables sequence under some suitable conditions. To overcome the weakness of collaborative services ability in different grid portal, a new grid portal architecture based on CSGPA (Collaborative Services Grid Portal Architecture), is proposed. This paper aims to enhance the performance of PSO in complex optimization problems and proposes an improved PSO variant by incorporating a novel mutation operator. The results obtained extend and improve the corresponding theorem for independent identically distributed random variables sequence.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 989-994)

Pages:

2491-2494

Citation:

Online since:

July 2014

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] E. L. Lehmann, Some concepts of dependence, Ann. Math. Statist. vol. 37, p.1137–1153, October (1966).

DOI: 10.1214/aoms/1177699260

Google Scholar

[2] P. Matula, A note on the almost sure convergence of sums of negatively dependent random variables, Statist. Probab. Lett. vol. 15, p.209–213, October (2012).

DOI: 10.1016/0167-7152(92)90191-7

Google Scholar

[3] Q.Y. Wu, Convergence properties of pairwise NQD random sequences, Acta Math. Sin. vol. 45, p.617–624, June (2012).

Google Scholar

[4] C.G. Wan, Law of large numbers and complete convergence for pairwise NQD random sequences, Acta Math. Appl. Sin. vol. 28, p.253–261, June (2005).

Google Scholar

[5] L.X. Zhang, J.F. Wang, A note on complete convergence of pairwise NQD random sequences, Appl. Math. J. Chinese Univ. Ser. A. vol. 19, p.203–208, June (2004).

Google Scholar

[6] Y.P. Chen, On the strong law of large numbers for pairwise NQD random variables, Acta Math. Sin. vol. 25, p.386–392, June (2005).

Google Scholar

[7] Fernando Bellas, Standards for Second-Generation Portals, IEEE Internet Computing, vol. 8, pp.54-60, February (2004).

DOI: 10.1109/mic.2004.1273486

Google Scholar