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International Journal of Engineering & Technology, 7 (4.30) (2018) 160-164
International Journal of Engineering & Technology
Website: www.sciencepubco.com/index.php/IJET
Research paper
Fuzzy Finite Switchboard Automata with Complete
Residuated Lattices
Nur Ain Ebas
1
, Nor Shamsidah Amir Hamzah
1
*, Kavikumar Jacob
1
, Mohd Saifullah Rusiman
1
1
Department of Mathematics and Statistics, Faculty of Applied Science and Technology, Universiti Tun Hussein Onn
Malaysia, Kampus Pagoh, 84600, Pagoh, Muar, Johor, Malaysia
*Corresponding author E-mail:shamsida@uthm.edu.my
Abstract
The theory of fuzzy finite switchboard automata (FFSA) is introduced by the use of general algebraic structures such as complete
residuated lattices in order to enhance the process ability of FFSA. We established the notion of homomorphism, strong homomorphism
and reverse homomorphism and shows some of its properties. The subsystem of FFSA is studied and the set of switchboard subsystem-
forms a complete ℒ -sublattices is shown. The algorithm of FFSA with complete residuated lattices is given and an example is provided.
Keywords: Complete Residuated Lattices; Fuzzy Finite Automata; Fuzzy Finite Switchboard Automata; Switchboard Subsystems.
1. Introduction
A finite state machine is a mathematical computation model that is
used to design the computer programs along with sequential logic
circuits. Many researchers have studied the idea of finite automata
since 1940. The theory of automata had investigated by Rabin and
Scott [7]. Wee [23] is the first researcher who introduced the
concept of the theory of automata in the fuzzy environment.
In general fuzzy finite state machine (FFSM) or fuzzy finite
automata (FFA) has membership grades in an interval [0,1] but
there is a possibility to extended the membership values into more
general algebraic structures. Qiu studied those so-called theories
and their characterizations where he considered its membership
grades under the fact of complete residuated lattices [17,20]. In the
following year, Qiu extended his research into specific type of
automata which are pushdown automata, turning machine and
reduction and minimization [5,9,17]. Many researchers studied on
fuzzy finite automata with membership value in a Complete
Residuated Lattices (CRL) [2,4,9,11,13,14,15,17,19,20,21,22]. As
a continuation of the FFA, the concept of fuzzy finite switchboard
state machine (FFSSM) that is made up of switching and
commutative state machines has been studied by Sato and Kuroki
[3,6]. This classified fuzzy finite automaton has a mechanism that
will act as a controller during the transition between the current
state and next.
In this research, a complete residuated lattice is chosen because it
offers the general algebraic structures associated with several
important logics [1,12, 17, 18]. According to literature, the CRL
has not been applied to FFSA. Therefore, in this research, the
theory of FFSA is extended to a more comprehensive structure by
considering the membership values in a complete residuated
lattice.
2. Preliminaries
“An algebraic structure with strong connections to mathematical
logic is known as a residuated lattice.
Definition 2.1 [24] The algebra = (,∧,∨,⊗, →, , ) should
satisfying three conditions:
a) (,∧,∨ ,0,1) is a lattice with the least element is 0 and the
greatest element is 1
b) (,⊗,∨) is a commutative monoid with the unit 1,
c) ⊗ and → form an adjoint pair.
For example, they satisfy the adjunction property: for all
, , ∈ , ⊗ ⇔ ≤ → .
Let ℒ = (,∧,∨,⊗, → ,0,1) where ℒ is called complete residuated
lattice if (,∧,∨ ,0,1) is a complete lattice, ⊗ is called a
multiplication, → is a residuum, ∧ and ∨ is supremum and
infimum respectively. Multiplication, ⊗ and residuum, → are
intended for modeling the conjunction and implication of the
corresponding logical calculus. Meanwhile, Supremum ∨ and
infuimum ∧ are intended to model the general and existential
quantifier.
The notion ⇔ (biimplication) can be written as ( → ) ∧
( → ), → = min(1 − + , 1) is a complete residuated
lattice while ⊗ = max( + − 1, 0) is Standard Lukasiewcz
algebra. Heyting algebra is a residuated lattice that satisfies ⊗
=∧. Meanwhile, the notion of Standard Godel algebra is
⊗ = min(, ) and →=1 if ≤ and otherwise is a
Heyting algebra [13]. There are some properties of complete
residuated lattice in the following lemma:
Lemma 2.2 [17, 13] Let be a complete residuated lattice. Then
, , ∈ and {
}
∈
, {
}
∈
⊆ the following properties hold:
1) ≤ if and only if →=1