Abstract
In this paper, a fully fuzzy complex system of linear equations of the form \(\tilde{A}\tilde{X}=\tilde{B}\) is presented, where \(\tilde{A}\) is an LR fuzzy complex matrix, \(\tilde{X}\) is an unknown LR fuzzy complex vector and \(\tilde{B}\) is a known LR fuzzy complex vector. The definition of its fuzzy complex solution is proposed and discussion on a direct solution method of the fully fuzzy complex system of equation is discussed. Conditions on existence and uniqueness of fuzzy complex solution have been investigated. Numerical examples are presented to justify the applicability of the proposed method.
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Abbasbandy, S., Ezzati, R., Jafarian, A.: LU decomposition method for solving fuzzy system of linear equations. Appl. Math. Comput. 172(1), 633–643 (2006)
Abbasbandy, S., Otadi, M., Mosleh, M.: Minimal solution of general dual fuzzy linear systems. Chaos, Solitons and Fractals 37(4), 1113–1124 (2008)
Allahviranloo, T.: Numerical methods for fuzzy system of linear equations. Appl. Math. Comput. 155(2), 493–502 (2004)
Allahviranloo, T., Ghanbari, M.: Solving fuzzy linear systems by homotopy perturbation method. Int. J. Comput. Cogn. 8(2), 61–91 (2010)
Allahviranloo, T., Salahshour, S., Khezerloo, M.: Maximal-and minimal symmetric solutions of fully fuzzy linear systems. J. Comput. Appl. Math. 235(16), 4652–4662 (2011)
Behera, D., Chakraverty, S.: A new method for solving real and complex fuzzy systems of linear equations. Comput. Math. Model. 23(4), 507–518 (2011)
Behera, D., Chakraverty, S.: Fuzzy centre based solution of fuzzy complex linear system of equations. Int. J. Uncertainty, Fuzziness Knowl.-Based Syst. 21(04), 629–642 (2013)
Behera, D., Chakraverty, S.: Solving fuzzy complex system of linear equations. Inf. Sci. 277, 154–162 (2014)
Behera, D., Chakraverty, S.: Erratum to Solving fuzzy complex system of linear equations [Information sciences 277 (2014) 154162]. Inf. Sci. 369, 788–790 (2016)
Buckley, J.J.: Fuzzy complex numbers. Fuzzy Sets Syst. 33(3), 333–345 (1989)
Buckley, J.J., Qu, Y.: Fuzzy complex analysis I: differentiation. Fuzzy Sets Syst. 41(3), 269–284 (1991)
Buckley, J.J.: Fuzzy complex analysis II: integration. Fuzzy Sets Syst. 49(2), 171–179 (1992)
Dehghan, M., Hashemi, B.: Iterative solution of fuzzy linear systems. Appl. Math. Comput. 175(1), 645–674 (2006)
Dehghan, M., Hashemi, B., Ghatee, M.: Computational methods for solving fully fuzzy linear systems. Appl. Math. Comput. 179(1), 328–343 (2006)
Dehghan, M., Hashemi, B.: Solution of the fully fuzzy linear systems using the decomposition procedure. Appl. Math. Comput. 182(2), 1568–1580 (2006)
Dehghan, M., Hashemi, B., Ghatee, M.: Solution of the fully fuzzy linear systems using iterative techniques. Chaos, Solitons Fractals 34(2), 316–336 (2007)
Djanybekov, B.S.: Interval householder method for complex linear systems. Reliable Comput. 12(1), 35–43 (2006)
Dubois, D., Prade, H.: Operations on fuzzy numbers. Int. J. Syst. Sci. 9(6), 613–626 (1978)
Dubois, D., Prade, H.: Systems of linear fuzzy constraints. Fuzzy sets Syst. 3(1), 37–48 (1980)
Dubois, D.J.: Fuzzy Sets and Systems: Theory and Applications, vol. 144. Academic Press, New York (1980)
Farahani, H., Nehi, H.M., Paripour, M.: Solving fuzzy complex system of linear equations using eigenvalue method. J. Intell. Fuzzy Syst. 31(3), 1689–1699 (2016)
Friedman, M., Ming, M., Kandel, A.: Fuzzy linear systems. Fuzzy Sets Syst. 96(2), 201–209 (1998)
Guo, X., Zhang, K.: Minimal solution of complex fuzzy linear systems. Adv. Fuzzy Syst. 16, 1–9 (2016)
Guo, X., Li, Z., Yan, R.: Solving complex LR fuzzy matrix equation \(\tilde{Z}C= \tilde{W}\). J. Intell. Fuzzy Syst. 34(6), 4367–4375 (2018)
Hladik, M.: Solution sets of complex linear interval systems of equations. Reliable Comput. 14(1), 78–87 (2010)
Jahantigh, M.A., Khezerloo, S., Khezerloo, M.: Complex fuzzy linear systems. Int. J. Ind. Math. 2(1), 21–28 (2010)
Qiu, J., Wu, C., Li, F.: On the restudy of fuzzy complex analysis: Part I. The sequence and series of fuzzy complex numbers and their convergences. Fuzzy Sets Syst. 115(3), 445–450 (2000)
Qiu, J., Wu, C., Li, F.: On the restudy of fuzzy complex analysis: Part II. The continuity and differentiation of fuzzy complex functions. Fuzzy Sets Syst. 120(3), 517–521 (2001)
Rahgooy, T., Sadoghi Yazdi, H., Monsefi, R.: Fuzzy complex system of linear equations applied to circuit analysis. Int. J. Comput. Electr. Eng. 1, 535 (2009)
Zhang, K., Guo, X.: Solving complex fuzzy linear system of equations by using QR-decomposition method. Int. J. Eng. Res. Sci. 2, 54–63 (2016)
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Dutta, A., Pramanik, S., Jana, D.K. (2020). Novel Derivations and Application of Complex LR Numbers on Fully Fuzzy Complex Linear System. In: Castillo, O., Jana, D., Giri, D., Ahmed, A. (eds) Recent Advances in Intelligent Information Systems and Applied Mathematics. ICITAM 2019. Studies in Computational Intelligence, vol 863. Springer, Cham. https://doi.org/10.1007/978-3-030-34152-7_3
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DOI: https://doi.org/10.1007/978-3-030-34152-7_3
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