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Some results on information properties of coherent systems. (English) Zbl 1411.90129

Summary: This paper considers information properties of coherent systems when component lifetimes are independent and identically distributed. Some results on the entropy of coherent systems in terms of ordering properties of component distributions are proposed. Moreover, various sufficient conditions are given under which the entropy order among systems as well as the corresponding dual systems hold. Specifically, it is proved that under some conditions, the entropy order among component lifetimes is preserved under coherent system formations. The findings are based on system signatures as a useful measure from comparison purposes. Furthermore, some results on the system’s entropy are derived when lifetimes of components are dependent and identically distributed. Several illustrative examples are also given.

MSC:

90B25 Reliability, availability, maintenance, inspection in operations research
90B05 Inventory, storage, reservoirs
Full Text: DOI

References:

[1] ShannonCE. A mathematical theory of communication. Bell System Tech J. 1948;27:379‐423 and 623-656. · Zbl 1154.94303
[2] AsadiM, EbrahimiN, HamedaniGG, SoofiES. Information measures for pareto distributions and order statistics. In BalakrishnanN (ed.), CastilloE (ed.), SarabiaJM (ed.), eds. Advances on Distribution Theory and Order Statistics. Boston: Birkhauser; 207‐223. · Zbl 05196672
[3] CoverTA, ThomasJA. Elements of Information Theory. New Jersey: Wiley and Sons Inc; 2006.
[4] EbrahimiN, SoofiES, SoyerR. Information measures in perspective. Int Stat Rev. 2010;78:383‐412. · Zbl 07883418
[5] EbrahimiN, SoofiES, ZahediH. Information properties of order statistics and spacings. IEEE T Inform Theory. 2004;46:209‐220.
[6] AsadiM, EbrahimiN, SoofiE. Dynamic generalized information measures. Stat Probabil Lett. 2005;71:89‐98. · Zbl 1058.62006
[7] AsadiM, EbrahimiN, HamedaniGG, SoofiES. Minimum dynamic discrimination information models. J Appl Probab. 2005;42:643‐660. · Zbl 1094.94013
[8] ChamanyA, BaratpourS. A dynamic discrimination information based on cumulative residual entropy and its properties. Commun Stat‐theor M. 2014;43(6):1041‐1049. · Zbl 1309.94054
[9] JomhooriS, YousefzadehF. On estimating the residual Rnyi entropy under progressive censoring. Commun Stat‐theor M. 2014;43:2395‐2405. · Zbl 1462.62213
[10] NavarroJ, SunojSM, LinuMN. Characterizations of bivariate models using some dynamic conditional information divergence measures. Commun Stat‐theor M. 2014;43(9):1939‐1948. · Zbl 1421.94022
[11] KentJT. Information gain and a general measure of correlation. Biometrika. 1982;70:163‐173. · Zbl 0521.62003
[12] KerridgeDF. Inaccuracy and inference. J Roy Statist Soc Ser B. 1961;23:184‐194. · Zbl 0112.10302
[13] ParkJ, JungW, HaJ. Development of the step complexity measure for emergency operating procedures using entropy concepts. Reliab Eng Syst Saf. 2001;71:115‐130, 115130.
[14] OhiF, SuzukiT. Entropy and safety monitoring systems. Jpn J Ind Appl Math. 2000;17:59‐71. · Zbl 1306.94119
[15] ToomajA, DoostparastM. A note on signature‐based expressions for the entropy of mixed r‐out‐of‐n systems. Nav Res Log. 2014;61:202‐206. · Zbl 1411.90130
[16] ToomajA, SunojSM, NavarroJ. Some properties of the cumulative residual entropy of coherent and mixed systems. J Appl Probab. 2017;54:379‐393. · Zbl 1401.62018
[17] WongKM, ChenSH. The entropy of ordered sequences and order statistics. IEEE T Inform Theory. 1990;36:276‐284. · Zbl 0699.62004
[18] ToomajA, DoostparastM. On the Kullback‐Leibler information for mixed systems. Int J Syst Sci. 2016;47:2458‐2465. · Zbl 1345.93145
[19] AsadiM, EbrahimiN, SoofiES, ZohrevandY. Jensen‐Shannon information of the coherent system lifetime. Reliab Eng Syst Safe. 2016;156:244‐255.
[20] BarlowRE, ProschanF. Statistical Theory of Reliability and Life Testing. New York: Holt Rinehart and Winston; 1975. · Zbl 0379.62080
[21] SamaniegoFJ. System Signatures and their Applications in Engineering Reliability, vol. 110. New York: Springer, International Series In Operations Research And Management Sciences; 2007. · Zbl 1154.62075
[22] DavidHA, NagarajaHN. Order Statistics (3rd ed.) Wiley, Hoboken: New Jersey, 2003. · Zbl 1053.62060
[23] KocharSC, MukerjeeH, SamaniegoFJ. The signature of a coherent system and its application to comparisons among systems. Nav Res Log. 1999;4:507‐523. · Zbl 0948.90067
[24] ShakedM, ShanthikumarJG. Stochastic Orders. New York: Springer Verlag; 2007. · Zbl 1111.62016
[25] NavarroJ, SamaniegoFJ, BalakrishnanN, BhattacharyaD. On the application and extension of system signatures in engineering reliability. Nav Res Log. 2008;55:313‐327. · Zbl 1153.90386
[26] NelsenRB. An Introduction to Copula. New York:Springer Science+Business Media, Inc., 2006.
[27] SklarA. Fonctions de répartition à n dimensions et leurs marges. Publ Inst Stat Univ. 1959;8:229‐231. · Zbl 0100.14202
[28] NavarroJ, delAguilaY, SordoMA, Suarez‐LlorensA. Stochastic ordering properties for systems with dependent identically distributed components. Appl Stoch Model Bus. 2013;29:264‐278. · Zbl 1291.60042
[29] MüllerA, ScarsiniM. Archimedean copulae and positive dependence. J Multivariate Anal. 2005;93:434‐445. · Zbl 1065.60018
[30] AhmadiJ, Di CrescenzoA, LongobardiM. On dynamic mutual information for bivariate lifetimes. Adv Appl Probab. 2015;47:1157‐1174. · Zbl 1355.94022
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