Abstract
The paper presents notion of horizontal membership function (HMF) and based on it fuzzy, relative distance measure (fuzzy RDM) arithmetic that is compared with standard fuzzy arithmetic (SF arithmetic). Fuzzy RDM-arithmetic possess such mathematical properties which allow for achieving complete fuzzy solution sets of problems, whereas SF-arithmetic, in general, delivers only approximate, partial solutions and sometimes no solutions of problems. The paper explains how to realize arithmetic operations with fuzzy RDM-arithmetic and shows examples of its application.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abbasbandy, S., Nieto, J.J., Alavi, M.: Tubing of reacheable set In one dimensional fuzzy differentia inclusion. Chaos, Solitons & Fractals 26(5), 1337–1341 (2005)
Dubois, D., Prade, H.: Operations on fuzzy numbers. Int. J. Syst. Sci. 9(6), 613–626 (1978)
Dutta, P., Boruah, H., Ali, T.: Fuzzy arithmetic with and without using \(\alpha \)-cut method: a comparative study. Int. J. Latest Trends Comput. 2(1), 99–107 (2011)
Dymova, L.: Soft Computing in Economics and Finance. Springer, Heidelberg (2011)
Hanss, M.: Applied Fuzzy Arithmetic. Springer, Heidelberg (2005)
Kaufmann, A., Gupta, M.M.: Introduction to Fuzzy Arithmetic. Van Nostrand Reinhold, New York (1991)
Klir, G.J., Pan, Y.: Constrained fuzzy arithmetic: Basic questions and answers. Soft Comput. 2(2), 100–108 (1998)
Kosinski, W., Prokopowicz, P., Slezak, D.: Ordered fuzzy numbers. Bull. Polish Acad. Sci. Ser. Sci. Math. 51(3), 327–338 (2003)
Markov, S.M., Popova, E.D., Ullrich, C.: On the solution of linear algebraic equations involving interval coefficients. In: Margenov, S., Vassilevski, P. (eds.) Iterative Methods in Linear Algebra, II. IMACS Series in Computational and Applied Mathematics, vol. 3, pp. 216–225 (1996)
Moore, R.E., Kearfott, R.B., Cloud, M.J.: Introduction to Interval Analysis. Society for Industrial and Applied Mathematics, Philadelphia (2009)
Pedrycz, W., Skowron, A., Kreinovich, V.: Handbook of Granular Computing. John Wiley & Sons, Chichester (2008)
Piegat, A., Landowski, M.: Two interpretations of multidimensional RDM interval arithmetic - multiplication and division. Int. J. Fuzzy Syst. 15(4), 486–496 (2013)
Piegat, A., Plucinski, M.: Fuzzy number addition with the application of horizontal membership functions. Scient. World J., Article ID: 367214, 1–16 (2015). Hindawi Publishing Corporation
Piegat, A., Landowski, M.: Horizontal membership function and examples of its applications. Int. J. Fuzzy Syst. 17(1), 22–30 (2015)
Piegat, A., Landowski, M.: Aggregation of inconsistent expert opinions with use of horizontal intuitionistic membership functions. In: Atanassov, K.T., et al. (eds.) Novel Developments in Uncertainty Representation and Processing. AISC, vol. 401, pp. 215–223. Springer, Heidelberg (2016). doi:10.1007/978-3-319-26211-6_18
Shary, S.P.: On controlled solution set of interval arithmetic of interval algebraic systems. Interval Comput. 6, 66–75 (1992)
Tomaszewska, K., Piegat, A.: Application of the horizontal membership function to the uncertain displacement calculation of a composite massless rod under a tensile load. In: Wiliński, A., Fray, I., Pejaś, J. (eds.) Soft Computing in Computer and Information Science. AISC, vol. 342, pp. 63–72. Springer, Heidelberg (2015). doi:10.1007/978-3-319-15147-2_6
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Piegat, A., Landowski, M. (2017). On Fuzzy RDM-Arithmetic. In: Kobayashi, Sy., Piegat, A., PejaÅ›, J., El Fray, I., Kacprzyk, J. (eds) Hard and Soft Computing for Artificial Intelligence, Multimedia and Security. ACS 2016. Advances in Intelligent Systems and Computing, vol 534. Springer, Cham. https://doi.org/10.1007/978-3-319-48429-7_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-48429-7_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-48428-0
Online ISBN: 978-3-319-48429-7
eBook Packages: EngineeringEngineering (R0)