James J. Buckley
Kevin D. Reilly
Xidong Zheng
Simulation of Fuzzy Systems II
In: In: Nii O. Attoh-Okine and Bilal Ayyub, Eds.,
Applied Research in Uncertainty Modeling and Analysis,
Kluwer Academic Publishers, 61-90.
(Web Site) Abstract
This chapter continues our research (see the previous chapter)
into employing crisp simulations to emulate a series of
fuzzy calculations.
The application is based on use of fuzzy probabilities to
model fuzzy queuing systems with reference to web planning.
In this modeling context, we must first overview candidate
fuzzy calculations to set the stage for posing simulation
approaches with their attendant results.
Simulation presents an impressive versatility
in formulation of solutions and computational speed-up in progressing
from initial data collection all the way to the
optimization models for web research, though we shall concentrate on
some central computations in the overall effort. Our results imply that
crisp simulation, once again (in light of the companion chapter)
can be useful in doing fuzzy calculations and carries with it
the implication that the approach might be useful in other fuzzy
modeling work.
Key Words:
Fuzzy Probabilities, Fuzzy Queuing Theory, Simulation.