Horizontal Fuzzy Numbers for Solving Quadratic Fuzzy Equation

The paper presents method for solving the quadratic equation with fuzzy coefficients. Based on the horizontal fuzzy numbers the solution of fuzzy quadratic equation can be obtained. Solutions with horizontal fuzzy numbers are multidimensional. Obtained solutions are compared with results of standard fuzzy arithmetic. In examples was shown that results with standard fuzzy arithmetic are overestimated or underestimated. Method with horizontal fuzzy numbers generates the granule of information about the solution. Obtained granule gives full information about the solution. Moreover, the granule of information gives possibility to indicate the crisp quadratic equation for crisp value of the solution.

[1]  Andrzej Piegat,et al.  Fuzzy Arithmetic Type 1 with Horizontal Membership Functions , 2017 .

[2]  Lazim Abdullah,et al.  MULTI- SOLUTIONS OF FUZZY POLYNOMIALS: A REVIEW , 2013 .

[3]  Marek Landowski,et al.  Method with horizontal fuzzy numbers for solving real fuzzy linear systems , 2018, Soft Comput..

[4]  Marek Landowski,et al.  Differences between Moore and RDM Interval Arithmetic , 2014, IEEE Conf. on Intelligent Systems.

[5]  Abraham Kandel,et al.  A new fuzzy arithmetic , 1999, Fuzzy Sets Syst..

[6]  Jacek M. Zurada,et al.  Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I , 2010, International Conference on Artificial Intelligence and Soft Computing.

[7]  Lotfi A. Zadeh,et al.  From Computing with Numbers to Computing with Words - from Manipulation of Measurements to Manipulation of Perceptions , 2005, Logic, Thought and Action.

[8]  Saeid Abbasbandy,et al.  Homotopy method for solving fuzzy nonlinear equations , 2006 .

[9]  M. Hadi Mashinchi,et al.  A genetic algorithm approach for solving fuzzy linear and quadratic equations , 2007 .

[10]  Andrzej Piegat,et al.  Horizontal Membership Function and Examples of its Applications , 2015, Int. J. Fuzzy Syst..

[11]  Sifeng Liu,et al.  The foundation of the grey matrix and the grey input-output analysis , 2008 .

[12]  Andrzej Piegat,et al.  Two Interpretations of Multidimensional RDM Interval Arithmetic-Multiplication and Division , 2013 .

[13]  T. Allahviranloo,et al.  The Solution of Fully Fuzzy Quadratic Equation Based on Optimization Theory , 2014, TheScientificWorldJournal.

[14]  Ludmila Dymowa Soft Computing in Economics and Finance , 2011, Intelligent Systems Reference Library.

[15]  Marek Landowski Comparison of RDM Complex Interval Arithmetic and Rectangular Complex Arithmetic , 2016, ACS.

[16]  Vladik Kreinovich,et al.  Handbook of Granular Computing , 2008 .