Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Unsupervised and Supervised Activity Analysis of Drone Sensor Data Read chapter Read first chapter

2017 | OriginalPaper | Chapter

Fuzzy Uncertainty in Random Variable Generation: A Cumulative Membership Function Approach

Authors : Diana Giseth Pulido-López, Mabel García, Juan Carlos Figueroa-García

Published in: Applied Computer Sciences in Engineering

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper presents a method for random variable generation based on the cumulative membership function. The proposed method uses fuzzy numbers and uniformly distributed random numbers to obtain a random variable, mainly used in simulation models.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Classification by Nearest Neighbor and Multilayer Perceptron a New Approach Based on Fuzzy Similarity Quality Measure: A Case Study
next chapter Fuzzy Logic Systems for Assistance in the Anesthesiology Processes
Footnotes
1
This expression denotes a fuzzy measurement of an event occurs treated as the Possibility (Ps).
 
Literature
1.
Varón-Gaviria, C.A., Barbosa-Fontecha, J.L., Figueroa-García, J.C.: Fuzzy uncertainty in random variable generation: an \(\alpha \)-cut approach. In: Huang, D.-S., et al. (eds.) Intelligent Computing Methodologies. LNAI, vol. 10363, pp. 264–273. Springer, Heidelberg (2017). doi:10.​1007/​978-3-319-63315-2_​23 CrossRef
2.
Figueroa-García, J.C., López-Bello, C.A.: Linear programming with fuzzy joint parameters: a cumulative membership function approach. In: Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), pp. 1–6 (2008)
3.
Figueroa-García, J.C., López-Bello, C.A.: Pseudo-optimal solutions of FLP problems by using the cumulative membership function. In: Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), vol. 28, pp. 1–6 (2009)
4.
Fishwick, P.A.: Fuzzy simulation: specifying and identifying qualitative models. Int. J. Gen. Syst. 19(3), 295–316 (1991)CrossRef
5.
Hüllermeier, E.: A fuzzy simulation method. In: International Symposium on Soft Computing (1996)
6.
Suresh, P., Babar, A., Venkat-Raj, V.: Uncertainty in fault tree analysis: a fuzzy approach. Fuzzy Sets Syst. 83, 135–141 (1996)CrossRef
7.
Zonouz, S.A., Miremadi, S.G.: A fuzzy-monte carlo simulation approach for fault tree analysis. In: Annual Reliability and Maintainability Symposium, RAMS 2006, pp. 428–433, January 2006
8.
Huang, Y., Chen, X., Li, Y.P., Liu, T.: A fuzzy based simulation method for modelling hydrological processes under uncertainty. Hydrol. Proces. 24(25), 3718–3732 (2010)CrossRef
9.
10.
Law, A., Kelton, D.: Simulation Modeling and Analysis. Mc Graw Hill, Boston (2000)
11.
Figueroa-García, J.C.: Interval type-2 fuzzy Markov chains. In: Sadeghian, A., Mendel, J.M., Tahayori, H. (eds.) Advances in Type-2 Fuzzy Sets and Systems, vol. 301, pp. 49–64. Springer, New York (2013)
12.
Figueroa-García, J.C., Kalenatic, D., Lopéz, C.A.: A simulation study on fuzzy Markov chains. Commun. Comput. Inf. Sci. 15(1), 109–117 (2008)MATH
13.
Kalenatic, D., Figueroa-García, J.C., Lopez, C.A.: Scalarization of type-1 fuzzy Markov chains. In: Huang, D.-S., Zhao, Z., Bevilacqua, V., Figueroa, J.C. (eds.) ICIC 2010. LNCS, vol. 6215, pp. 110–117. Springer, Heidelberg (2010). doi:10.​1007/​978-3-642-14922-1_​15 CrossRef
14.
Figueroa-García, J.C., Chalco-Cano, Y., Román-Flores, H.: Distance measures for interval Type-2 fuzzy numbers. Discrete Appl. Math. 197(1), 93–102 (2015)MathSciNetCrossRefMATH
15.
Figueroa-García, J.C., Hernández-Pérez, G.J.: On the computation of the distance between interval type-2 fuzzy numbers using \(\alpha \)-cuts. In: Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), pp. 1–6 (2014)
16.
Figueroa-García, J.C., Hernández-Pérez, G.J., Chalco-Cano, Y.: On computing the footprint of uncertainty of an interval type-2 fuzzy set as uncertainty measure. In: Figueroa-García, J.C., López-Santana, E.R., Ferro-Escobar, R. (eds.) WEA 2016. CCIS, vol. 657, pp. 247–257. Springer, Cham (2016). doi:10.​1007/​978-3-319-50880-1_​22 CrossRef
Metadata
Title
Fuzzy Uncertainty in Random Variable Generation: A Cumulative Membership Function Approach
Authors
Diana Giseth Pulido-López
Mabel García
Juan Carlos Figueroa-García
Copyright Year
2017
Book
Applied Computer Sciences in Engineering

Print ISBN: 978-3-319-66962-5

Electronic ISBN: 978-3-319-66963-2

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-66963-2_36

Premium Partner

    Image Credits