Fuzzy differential equation

From HandWiki

Fuzzy differential equation are general concept of ordinary differential equation in mathematics defined as differential inclusion for non-uniform upper hemicontinuity convex set with compactness in fuzzy set.[1][2][3] dx(t)/dt=F(t,x(t),α), for all α[0,1].

First order fuzzy differential equation

A first order fuzzy differential equation[4] with real constant or variable coefficients

x(t)+p(t)x(t)=f(t)

where p(t) is a real continuous function and f(t):[t0,)RF is a fuzzy continuous function y(t0)=y0 such that y0RF.

Application

It is useful for calculating Newton's law of cooling, compartmental models in epidemiology and multi-compartment model.[citation needed]

Linear systems of fuzzy differential equations

A system of equations of the form

x(t)'n=an1(t)x1(t)+......+ann(t)xn(t)+fn(t)where aij are real functions and fi are fuzzy functions x'n(t)=i=01aijxi.

Fuzzy partial differential equations

A fuzzy differential equation with partial differential operator is x(t)=F(t,x(t),α),for all α[0,1].

Fuzzy fractional differential equation

A fuzzy differential equation with fractional differential operator is

dnx(t)/dtn=F(t,x(t),α), for all α[0,1] where n is a rational number.

References

  1. "Theory of Fuzzy Differential Equations and Inclusions" (in en). https://www.routledge.com/Theory-of-Fuzzy-Differential-Equations-and-Inclusions/Lakshmikantham-Mohapatra/p/book/9780367395322. 
  2. Devi, S. Sindu; Ganesan, K. (2019). "Application of linear fuzzy differential equation in day to day life". The 11th National Conference on Mathematical Techniques and Applications. 2112. Chennai, India. pp. 020169. doi:10.1063/1.5112354. http://aip.scitation.org/doi/abs/10.1063/1.5112354. 
  3. Qiu, Dong; Lu, Chongxia; Zhang, Wei; Zhang, Qinghua; Mu, Chunlai (2014-12-02). "Basic theorems for fuzzy differential equations in the quotient space of fuzzy numbers". Advances in Difference Equations 2014 (1): 303. doi:10.1186/1687-1847-2014-303. ISSN 1687-1847. 
  4. Keshavarz, M.; Allahviranloo, T.; Abbasbandy, S.; Modarressi, M. H. (2021). "A Study of Fuzzy Methods for Solving System of Fuzzy Differential Equations" (in en). New Mathematics and Natural Computation 17: 1–27. doi:10.1142/s1793005721500010. https://www.worldscientific.com/doi/epdf/10.1142/S1793005721500010. Retrieved 2022-10-15.