Fuzzy stopping in continuous-time dynamic fuzzy systems

In a continuous-time dynamic fuzzy system, a stopping problem regarding fuzzy rewards is discussed using fuzzy stopping times. The fuzzy rewards are evaluated by an expectation generated from a linear ranking function. The optimality equations for the optimal fuzzy rewards are given by variational inequalities, and an optimal fuzzy stopping time is constructed under assumptions of monotonicity and regularity for stopping rules. A numerical example is given to discuss that fuzzy stopping times are better than non-fuzzy ones in comparison between the fuzzy stopping models and the non-fuzzy ones.

[1]  Yuji Yoshida,et al.  An optimal stopping problem in dynamic fuzzy systems with fuzzy rewards , 1995 .

[2]  Marc Roubens,et al.  Ranking and defuzzification methods based on area compensation , 1996, Fuzzy Sets Syst..

[3]  Frank Spitzer Optimal Stopping Rules (A. N. Shiryayev) , 1981 .

[4]  Masami Yasuda,et al.  Optimal Stopping Problems in a Stochastic and Fuzzy System , 2000 .

[5]  Yuji Yoshida,et al.  Duality in dynamic fuzzy systems , 1998, Fuzzy Sets Syst..

[6]  Janusz Kacprzyk,et al.  Fuzzy dynamic programming: Main developments and applications , 1996, Fuzzy Sets Syst..

[7]  J. Kacprzyk Decision-making in a fuzzy environment with fuzzy termination time , 1978 .

[8]  Yukiko Yoshida,et al.  Markov chains with a transition possibility measure and fuzzy dynamic , 1994 .

[9]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[10]  David Siegmund,et al.  Great expectations: The theory of optimal stopping , 1971 .

[11]  Yuji Yoshida A continuous-time dynamic fuzzy system. (I). A limit theorem , 2000, Fuzzy Sets Syst..

[12]  Yuji Yoshida,et al.  The optimal stopped fuzzy rewards in some continuous-time dynamic fuzzy systems , 1997 .

[13]  P. Kloeden,et al.  Metric spaces of fuzzy sets , 1990 .

[14]  Masami Yasuda,et al.  Markov-Type Fuzzy Decision Processes with a Discounted Reward on a Closed Interval(Mathematical Structure of Optimization Theory) , 1994 .

[15]  Masami Yasuda,et al.  An approach to stopping problems of a dynamic fuzzy system , 2002, Fuzzy Sets Syst..

[16]  Alʹbert Nikolaevich Shiri︠a︡ev,et al.  Optimal stopping rules , 1977 .

[17]  Janusz Kacprzyk,et al.  Fuzzy dynamic programming , 1999 .