Complex Fuzzy Group Based on Complex Fuzzy Space

Similar documents
A new Type of Fuzzy Functions in Fuzzy Topological Spaces

On Topological Structures and. Fuzzy Sets

Homology groups of disks with holes

CHAPTER 2 Algebraic Expressions and Fundamental Operations

7 TH GRADE MATH STANDARDS

A proposition is a statement that can be either true (T) or false (F), (but not both).

Pattern Recognition 2014 Support Vector Machines

FINITE BOOLEAN ALGEBRA. 1. Deconstructing Boolean algebras with atoms. Let B = <B,,,,,0,1> be a Boolean algebra and c B.

MAKING DOUGHNUTS OF COHEN REALS

Sections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.

Admissibility Conditions and Asymptotic Behavior of Strongly Regular Graphs

THE FINITENESS OF THE MAPPING CLASS GROUP FOR ATOROIDAL 3-MANIFOLDS WITH GENUINE LAMINATIONS

Introduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem

Math 302 Learning Objectives

Floating Point Method for Solving Transportation. Problems with Additional Constraints

8 th Grade Math: Pre-Algebra

Equilibrium of Stress

5 th grade Common Core Standards

A crash course in Galois theory

Computational modeling techniques

CHAPTER 3 INEQUALITIES. Copyright -The Institute of Chartered Accountants of India

THE QUADRATIC AND QUARTIC CHARACTER OF CERTAIN QUADRATIC UNITS I PHILIP A. LEONARD AND KENNETH S. WILLIAMS

MODULAR DECOMPOSITION OF THE NOR-TSUM MULTIPLE-VALUED PLA

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >

COVERS OF DEHN FILLINGS ON ONCE-PUNCTURED TORUS BUNDLES

Lyapunov Stability Stability of Equilibrium Points

Chapter 9 Vector Differential Calculus, Grad, Div, Curl

NUMBERS, MATHEMATICS AND EQUATIONS

SMARANDACHE GROUPOIDS

Optimization Programming Problems For Control And Management Of Bacterial Disease With Two Stage Growth/Spread Among Plants

Revisiting the Socrates Example

Support-Vector Machines

Competency Statements for Wm. E. Hay Mathematics for grades 7 through 12:

NOTE ON APPELL POLYNOMIALS

Part 3 Introduction to statistical classification techniques

Section I5: Feedback in Operational Amplifiers

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems.

SOLUTIONS TO EXERCISES FOR. MATHEMATICS 205A Part 4. Function spaces

CAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank

Emphases in Common Core Standards for Mathematical Content Kindergarten High School

MODULE FOUR. This module addresses functions. SC Academic Elementary Algebra Standards:

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax

Cambridge Assessment International Education Cambridge Ordinary Level. Published

SOLUTIONS TO EXERCISES FOR. MATHEMATICS 205A Part 4. Function spaces

Distributions, spatial statistics and a Bayesian perspective

Introduction to Models and Properties

Chapter Summary. Mathematical Induction Strong Induction Recursive Definitions Structural Induction Recursive Algorithms

Public Key Cryptography. Tim van der Horst & Kent Seamons

Section 6-2: Simplex Method: Maximization with Problem Constraints of the Form ~

Hypothesis Tests for One Population Mean

Unit 2 Expressions, Equations, and Inequalities Math 7

Chapter 3 Kinematics in Two Dimensions; Vectors

Dead-beat controller design

A Simple Set of Test Matrices for Eigenvalue Programs*

Math Foundations 20 Work Plan

Thermodynamics Partial Outline of Topics

Finite Automata. Human-aware Robo.cs. 2017/08/22 Chapter 1.1 in Sipser

Chapter 2 GAUSS LAW Recommended Problems:

Pressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects

The standards are taught in the following sequence.

A Transition to Advanced Mathematics. Mathematics and Computer Sciences Department. o Work Experience, General. o Open Entry/Exit

ENGI 4430 Parametric Vector Functions Page 2-01

Aerodynamic Separability in Tip Speed Ratio and Separability in Wind Speed- a Comparison

THE LIFE OF AN OBJECT IT SYSTEMS

Lecture 7 Further Development of Theory and Applications

On small defining sets for some SBIBD(4t - 1, 2t - 1, t - 1)

WRITING THE REPORT. Organizing the report. Title Page. Table of Contents

History the Hood Way. Amy Shell-Gellasch Betty Mayfield Hood College. MD-DC-VA Section October 27, 2012

Module 4: General Formulation of Electric Circuit Theory

An Introduction to Complex Numbers - A Complex Solution to a Simple Problem ( If i didn t exist, it would be necessary invent me.

2.161 Signal Processing: Continuous and Discrete Fall 2008

Graduate AI Lecture 16: Planning 2. Teachers: Martial Hebert Ariel Procaccia (this time)

MATHEMATICS SYLLABUS SECONDARY 5th YEAR

- 6 - UNIQUENESS OF A ZARA GRAPH ON 126 POINTS AND NON-EXISTENCE OF A COMPLETELY REGULAR TWO-GRAPH ON. A. Blokhuis and A.E.

You need to be able to define the following terms and answer basic questions about them:

Modeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function

AMERICAN PETROLEUM INSTITUTE API RP 581 RISK BASED INSPECTION BASE RESOURCE DOCUMENT BALLOT COVER PAGE

Engineering Approach to Modelling Metal THz Structures

The blessing of dimensionality for kernel methods

Rigid Body Dynamics (continued)

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture

REPRESENTATIONS OF sp(2n; C ) SVATOPLUK KR YSL. Abstract. In this paper we have shown how a tensor product of an innite dimensional

Incorporating stereo information within the. kernel framework

Surface and Contact Stress

MATCHING TECHNIQUES. Technical Track Session VI. Emanuela Galasso. The World Bank

Fundamental Concepts in Structural Plasticity

LHS Mathematics Department Honors Pre-Calculus Final Exam 2002 Answers

Lesson Plan. Recode: They will do a graphic organizer to sequence the steps of scientific method.

ECEN 4872/5827 Lecture Notes

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

B. Definition of an exponential

Domains: Operations and Algebraic Thinking Clusters: Clusters outlined in bold should drive the learning for this period of instruction.

RECHERCHES Womcodes constructed with projective geometries «Womcodes» construits à partir de géométries projectives Frans MERKX (') École Nationale Su

MODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b

SEMILATTICE STRUCTURES ON DENDRITIC SPACES

NGSS High School Physics Domain Model

Tree Structured Classifier

THE DEVELOPMENT OF AND GAPS IN THE THEORY OF PRODUCTS OF INITIALLY M-COMPACT SPACES

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007

Transcription:

Glbal Jurnal f Pure and Applied Mathematics. ISSN 973-768 Vlume, Number (6, pp. 433-45 Research India Publicatins http://www.ripublicatin.cm Cmple Fuzz Grup Based n Cmple Fuzz Space Abdallah Al-Husban and Abdul Razak Salleh Schl f Mathematical Sciences, Facult f Science and Technlg, Universiti Kebangsaan Malasia, 436 UKM Bangi, Selangr DE, Malasia. Abstract In this paper the cncept f cmple fuzz space and cmple fuzz binar peratin are presented and develped. This cncept generalises the cncept f fuzz space frm the real range f membership functin, [,], t cmple range f membership functin, unit disc in the cmple plane. This generalisatin leads us t intrduce and stud the apprach f fuzz grup ther in the realm f cmple numbers. A new ther f cmple fuzz grup is intrduced and develped. Kewrds: Cmple fuzz space, cmple fuzz subspace, cmple fuzz binar peratin, cmple fuzz grup, cmple fuzz subgrup.. Intrductin In the last fur decades, the fuzz grup ther was develped as fllws. Rsenfeld (97 intrduced the cncept f fuzz subgrup f a grup. In 975 Negita and Ralescu cnsidered a generalisatin f Rsenfeld s definitin in which the unit interval [, l] was replaced b an apprpriate lattice structure. In 979 Anthn and Sherwd redefined fuzz subgrup f a grup using the cncept f triangular nrm previusl defined b Schweizer and Sklar (96. Several mathematicians fllwed the Rsenfeld-Anthn-Sherwd apprach in investigating fuzz grup ther (Akgiil 988; Anthn & Sherwd 98; Das 98; Liu 98; Sessa 984; Sherwd 983. Yussef and Dib (99 intrduced a new apprach t define fuzz grupid and fuzz subgrupid. In the absence f the cncept f fuzz universal set, frmulatin f the intrinsic definitin fr fuzz grup and fuzz subgrup is nt evident. This is cnsidered as a purpse t intrduce fuzz universal set and fuzz binar peratin b Yussef and Dib (99 and Dib (994. The main difference between the Rsenfeld s apprach and that f Yussef and Dib (99 is the

434 Abdallah Al-Husban and Abdul Razak Salleh replacement f the t-nrm f with a famil f c-membership functins { f :, X }. Dib (994 intrduced the cncept f fuzz space. Fathi and Salleh (9 generalised the cncept f fuzz space t the cncept f intuitinitic fuzz space.this cncept replaces the cncept f universal set in the rdinar case. The fuzz Cartesian prduct, fuzz functins, and fuzz binar peratins in fuzz spaces and fuzz subspaces, as well, were defined b Dib (994. After having defined fuzz space and fuzz binar peratin, the cncepts f fuzz grup, fuzz subgrup, and fuzz hmmrphism were intrduced and the ther f fuzz grups was cnstructed in the same paper. In 998, Dib and Hassan intrduced the cncept f fuzz nrmal subgrup. In 989 Buckle incrprated the cncepts f fuzz numbers and cmple numbers under the name fuzz cmple numbers. This cncept has becme a famus research tpicand a gal fr man researchers (Buckle 989; Ramtet al. ; Qiu & Shu 8. Hwever, the cncept given b Buckle has different range cmpared t the range f Ramt et al. s definitin fr cmple fuzz set (CFS.Buckle s range ges t the interval [,], while Ramt et al. s range etends t the unit circle in the cmple plane. Tamir et al. (, develped an aimatic apprach fr prpsitinal cmple fuzz lgic. Besides, it eplains sme cnstraints in the cncept f CFS that was given b Ramt et al. (3. Mrever, man researchers have studied, develped, imprved, empled and mdified Ramt et al. s apprach in several fields (Tamir et al. ; Zhang et al. 9; Jun et al.. In particular, the cncept f fuzz set spreads in man mathematical fields, such as tplg, algebra and cmple numbers. In this paper we incrprate tw mathematical fields n fuzz set, which are fuzz algebra and cmple fuzz set ther t achieve a new algebraic sstem, called cmple fuzz grup based n cmple fuzz space. We will use the apprach f Yussef and Dib (99 and generalise it t cmple realm b fllwing the apprach f Ramt et al. ( and Tamir et al. ( t intrduce the cncept f cmple fuzz space. This cncept generalises the cncept f fuzz space f Yussef and Dib. Having defined cmple fuzz spaces and cmple fuzz binar peratins, the cncepts f cmple fuzz grup and cmple fuzz subgrup are intrduced and the ther f cmple fuzz grups is develped. In particular, the cncept f fuzz set spreads in man pure mathematical fields, such as tplg (Lwen 976, algebra (Hungerfrd 974 and cmple numbers (Buckle 989. Our aim in this stud is t incrprate tw mathematical fields n fuzz set, which are fuzz algebra and cmple fuzz set ther t achieve a new algebraic sstem, called cmple fuzz grup based n cmple fuzz space t generalise the cncept f fuzz space. We will use the apprach f Yssef and Dib (99 and generalise it t cmple realm b fllwing the apprach f Ramt et al. ( and Tamir et al. (. Having defined cmple fuzz space and cmple fuzz binar peratin, the cncepts f cmple fuzz grup and cmple fuzz subgrup are intrduced and the ther f cmple fuzz grup is develped.

Cmple Fuzz Grup Based On Cmple Fuzz Space 435. Preliminaries In this sectin we recall the definitins and related results which are needed in this wrk. Definitin. (Zadeh 965 A fuzz se t A in a universe f discurse U is characterised b a membership functin μ ( that takes values in the interval [, ]. A Definitin. (Dib 994 Afuzz space ( X, I = [,] is the set f all rdered pairs (, I, X ( X, I = {(, I: X }, where (, I = {(, r: r I}. The rdered pair (, I is called a fuzz element in the fuzz space (X, I. Definitin.3 (Dib 994 A fuzz s ubspace U f the fuzz space (X, I is the cllectin f all rdered pairs (, u, where U fr sme U X and u is a subset f I, which cntains at least ne element beside the zer element. If it happens that U, then u =. An empt fuzz subspace is defined as (, : U. Definitin.4 (Dib 994 A fuzz binar peratin F = ( F, f n the fuzz space ( X, I is a fuzz functin frm ( X, I ( X, I ( X, I, where F :X X X and f : I I I are functins (dented b c-membership functins that satisf (i f (, rs if r and s and (ii f are nt, i.e; f ( I I = I fr all (, X X. Definitin.5 (Dib994 A fuzz space ( X, I with fuzz binar peratin F = ( F, is called a fuzz grupid and is dented b (,,. ƒ ( X I F Definitin.6 (Dib 994 The rdered pair ( U ; F is called a fuzz subgrupid f the fuzz grupid (( X, I, F if the fuzz subspace U = {(, u : U } is clsed under the fuzz binar peratin F. Thus, fuzz grupid (( X, I, F is a fuzz grup iff fr ever (, I, (, I, ( z, I ( X, I the fllwing cnditins are satisfied: (i The binar peratin is assciative: (, I F(, I F ( z, I = (, I F (, I F ( z, I, (( F Fz, I = ( F( Fz, I. (ii There is an identit element (e, I in (( X, I ; F such that, I F e, I e, I F, I, I, Fe, I = ef, I =, I. = =

436 Abdallah Al-Husban and Abdul Razak Salleh (iii Ever fuzz element (, I has an inverse (, I, I F, I = (, I F (, I = ( e, I. Dente ( I, ( I, F, I = F, I = e, I. Frm (i, (ii and (iii, it fllws that (X, F is an rdinar grup. Therefre, we can write = and then (, I = (, I. A fuzz grup (( X, I, F is called a unifrm fuzz grup if F = ( F, ƒ is a unifrm fuzz binar peratin, i.e., ƒ ( rs, = ƒ( rs,, fr all, X. =, then we have Definitin.7 (Dib 994 A fuzz grup (( X, I, F is called a cmmutative r abelian f uzz grup if (, I F (, I = (, I F (, I, fr all fuzz elements (, I and (, I f the fuzz space ( X, I. It is clear that (( X, I, F is a cmmutative fuzz grup iff (X, F is an rdinar cmmutative grup. Definitin.8 (Ramt et al. A cmple fuzz set (CFS A, defined n a universe f discurse U, is characterised b a membership functin μ A(, that assigns t an element U a cmple-valued grade f membership in A. B definitin, the values f μ A(, ma receive all ling within the unit circle in the cmple plane, and i A are thus f the frm ( μ A = ra e ω, where i =, each f ra ( and ω A( are bth real-valued, and ra [, ]. The CFS A ma be represented as the set f rdered pairs A = (, μ ( : U A i ω A ( { ra e U} = (, :. Definitin.9 (Ramt et al. Let A and B be tw cmple fuzz sets n U and V respectivel, where {, i arg r A ( : iarg r = μa = A } and { B B = μb = rb e U} A r e U, :. The cmple fuzz unin f A and B, dented b A B, is specified b A B=, : U, { μ A B } i arg r ( i ma arg r (, arg r ( A B A B where μa B = ra B e = ma ( ra, rb e. The cmple fuzz intersectin f A and B, dented b A B, is specified b A B =, : U, { μ A B }

Cmple Fuzz Grup Based On Cmple Fuzz Space 437 where μ = =. i arg r ( i min(arg r (,arg r ( A B A B A B ra B e min ra, rb e Definitin. (Zhang et al. 9 Let A and B be tw cmple fuzz sets n X, and i arg A ( arg B let μ A( = ra(. e and. i μ B = rb e their membership functins, respectivel. We sa that A is greater than B, dented b A B r B A, if fr an X, r ( r (, and arg arg. A B A B 3. Main Results In this sectin we generalisethe ntin f a fuzz space f Dib (994 t the case f a cmple fuzz space and discuss its prperties. We als discuss sme related results. Let X be a given nnempt set and let A be a cmple fuzz set f X. The cmple fuzz set A can be identified with its membership functin i A μ A : X { a : a } defined b μ A = ra e αω, where i =, each f ra ( and ω A( are bth real-valued, and ωa, ra [,], α [, π ] if i A and A = e if A. In ur ntatin, we can write A = {(, r e } where the membership values r take their values frm the set [,], θ [, π ] and i the set A = {(, r e θ } is a cmple subset f X E, where E is the unit disc with the usual rder f cmple numbers. The scaling factr α (, π ], is used t cnfine the perfrmance f the phases within the interval (, π ], and the unit circle. Hence, the phase term θ ma represent the fuzz set infrmatin, and phase term values in this representatin case belng t the interval [, ] and satisfiesfuzz set restrictin. S, α in this paper will alwas be cnsidered equal t π. Let E be the unit disc.then E E is the Cartesain prduct E E with partial rder defined b: (i ( r, r s s ( re r e se, s e iff r s and r s, θr θ s and θ r θ s whenever s and s fr all r, s, θr, θ S E and r, s, θr, θ s E. s s e,e = ( s e, s e whenever s = rs = and θ = r (ii θ = fr ever s, E θ and s, θ E. B mentining the E -cmple fuzz subset, the assciated membership functins are meant t take their values frm the circle E. The cmple fuzz subset A will be dented b {(, A ( ; X} r simpl {(, A( }. A cmple fuzzsingletn f X with supprt X and value re E, r, θ ma be dented b i [, re αθ ]. Thrughut this paper the ntatin (, re A, where A E, means that A = re.

438 Abdallah Al-Husban and Abdul Razak Salleh Definitin 3. A cmple f uzz f unctin frm X t Y is defined as a functin F frm E t E characterised b the rdered pair is a functin frm X t Y and { ƒ } X F, ƒ, where F : X Y X is a famil f functins ƒ : E E satisfing the cnditins (i f is nndecreasing n E i (ii ƒ ( e θ i = if θ = and ƒ ( e θ = if θ = such that the image f an cmple fuzz subset A f X under F is the cmple fuzz subset F ( A f Y defined b r f if ( re F ( Ø r F ( Fre = fr an Y. if F ( = Ø We write F = ( F, ƒ : X Y t dente a cmple f uzz f unctin frm X t Y and we call the functins ƒ, X the cmembership functins assciated t F. A cmple fuzz functin F = ( F, is said t be unifrm if the cmembership functins ƒ are identical fr all ƒ X i.e. f = f fr X. Therem 3. Tw cmple f uzz f unctins F ( F, ƒ Y are equalif F = G and ƒ = g fr all X. = and G ( G g, = frm X t Prf. It is clear that if F = G and ƒ = g, fr ever X, then F = G. Cnversel, let F = G. If F G, then there eists an element X. such that F ( G(. Cnsider the cmple fuzz subset A f X defined b: π i e if = A( = i e if We have π i πi e if = F( e if = G( F( A = and GA = i i e if F( e if G(. Nw, if F ( G(. then F ( A G( B, which cntradicts the fact that F = G. i On the ther hand, if ƒ g, then there eist X. and re θ E. such that f ( re g ( re. If we cnsider the cmple fuzz subset f ( X, E

Cmple Fuzz Grup Based On Cmple Fuzz Space 439 re if = B = i e if then F = G and f ( re g ( re. This implies that F ( B G( B. The therem is thus prved. Definitin 3. A cmple fuzz functin frm X Y t Z is a functin F frm the X Y cmple fuzz Cartesian prduct X Y = ( E E f X and Y t the set f cmple fuzz subsets f Z, characterised b the rdered pair ( F, { ƒ }(, X Y, where F : X Y Z is a functin and {ƒ } (, X Y is a famil f functins ƒ : E E E satisfing the cnditins (i f is nndecreasing n E E and (ii ƒ ( e, e = ifθ = and f ( e,e = if θ =, such that the image f an E E -cmple fuzz subset C f X Y under F the cmple fuzz is subset F( C f Z defined b f ( C, if F z Ø (, F ( z F ( C z = fr ever if F ( z = Ø z Z. The cmple fuzz binar peratin F = ( F, ƒ n a set X is a cmple fuzz functin frm X X t X and is said t be unifrm if F is a unifrm cmple fuzz functin. Definitin 3.3 A cmple f uzz space, dented b ( X, E, where E is the unit disc, is a set f all rdered pairs (, E, X, i.e., ( X, E = {(, E : X }. We can write (, E = {(, re : re E }, where i =, r [, ], and θ [, π ]. The rdered pair (, E is called a cmple fuzz element in the cmple fuzz space ( X, E. Therefre, the cmple fuzz space is an (rdinar set f rdered pairs. In each pair the first cmpnent indicates the (rdinar element and the secnd cmpnent indicates a set f pssible cmple membershisp values re where r represents an amplitude term and θ represents aphaseterm. Definitin 3.4. The cmple fuzz subspace U f the cmple fuzz space ( X, E i is the cllectin f all rdered pairs (, r e θ where U fr sme U X E

44 Abdallah Al-Husban and Abdul Razak Salleh and i re θ is a subset f E, which cntains at least ne element beside the zer element. If it happens that U, then r = and θ =. The cmple fuzz subspace U is dented b U = (, r e : U. Let U dente the supprt f U, that is U = { U : r > and θ > } and dented b SU = U. An empt i cmple fuzz subspace is defined as (, = e :. i.e., S =. 4. Algebra f Cmle Fuzz Subspaces B using the definitins f unin and intersectin f Ramt (, we intrduce the fllwing definitins: Definitin 4. Let (, r U = re : U and V = (, re r : V be cmple fuzz subspaces f the cmple fuzz space ( X, E. The unin U V and the intersectin U V f cmple fuzz subspaces are defined as fllws: { i ( θr θ r r e : V U V = (, r U i ( θr θ r U V = {(, r r e : U V} The supprt f these cmple fuzz subspaces satisfies the fllwing: SU ( V = SU SV = U V SU ( V = SU SV = U V. Definitin 4. The difference U V between the cmple fuzz subspaces U {(, re : } r = U and V = { (, re : } r V is defined b i ( r r U V = ( r r e θ θ {}. Ntice that S( U V U V and equalit hlds if r r θ θ fr all U V. }, r r Definitin 4.3 The cmple fuzz subspace V = (, re r : V is cntained in the cmple fuzz subspace U = (, r r e : U and dented b V U, if V U, r < r and θr < θ r fr all V. Nte. It is clear that the empt cmple fuzz subspace is cntained in an cmple fuzz subspace U. Nw let ( X, E be a cmple fuzz space and let A be a cmple fuzz subset f X. Dente b A the subset f X cntaining all the elements with nn-zer cmple membership values in A, i.e., the cmple fuzz subset A induces the fllwing cmple fuzz subspaces:

Cmple Fuzz Grup Based On Cmple Fuzz Space 44. The lwer cmple fuzz subspace, induced b A, is given as: r H ( A = {(,[, re ]: A}. The upper cmple fuzz subspace, induced b A, is given as:,{} [ r,] : H A = re A 3. The finite cmple fuzz subspace, induced b A, is given as: r H ( A = (, {, re } : A Let ( X, E and. ( Y, E be cmple fuzz spaces. Definitin 4.4 The Cartesian pr duct f the cmple fuzz spaces ( X, E and (, X, E Y, E, defined b Y E is a cmple fuzz space, dented b ( X, E ( Y, E = ( X Y, E E = {( E E : X Y} (,,. Ever E E -cmple fuzz subset f X Y, A : X Y E E, belngs t the cmple fuzz space ( X Y, E E and ((,,E E is the cmple fuzz element f this space., E is The Cartesian prduct f tw cmple fuzz elements (, E and,,,. B using this relatin, we can write defined b ( E ( E = ((, E E ( X E ( Y E = {( E ( E : X, Y },,,,. Definitin 4.5 The Cartesian pr duct f the cmple fuzz subspaces r U = {(, re : U } and V = {(, se : } s V f the cmple fuzz spaces, Y, E, respectivel, is a cmple fuzz subspace f the cmple ( X E and fuzz Cartesian prduct ( X Y E E,, which is dented b U V : i {((,, θ r θs (, } U V = r s e : U V. 5. Cmple Fuzz Functins n Cmple Fuzz Spaces In this sectin we intrduce the definitin f a cmple fuzz functin n cmple fuzz spaces. Definitin 5. Let ( X, E and ( Y, E be cmple fuzz spaces. The cmple fuzz f unctin F frm the cmple fuzz space ( X, E int the cmple fuzz

44 Abdallah Al-Husban and Abdul Razak Salleh space Y E is defined as an rdered pair F ( F (, is a functin and {ƒ } X cnditins =, ƒ X, where F : X Y is a famil f functins ƒ : E E satisfing the E (i ƒ is nndecreasing n (ii ƒ ( i e θ = if θ = and ƒ ( i e θ = if θ =, such that the image f an E -cmple fuzz subset A f X under F is the cmple fuzz subset F ( A f Y defined b f if i re F Ø θ FA re F ( = fr an if F ( = Ø F ( E, Y. We write F = ( F, ƒ :( X, E ( Y, E t dente the cmple f uzz f unctin frm ( X, E t ( Y, E, and we call the functins ƒ, X the cmembership functins assciated t F. A cmple fuzz functin = is said t be F F,ƒ unifrm if the cmembership functins ƒ are identical fr all X. F = F, ƒ :( X, E ( Y, E acts n the Ever cmple fuzz functin cmple fuzz element (, E f ( X, E as fllws: F(, E = F, f ( E = F, E. Definitin 5. Let ( X, E,( Y, E and ( Z, E be cmple fuzz spaces. The cmple f uzz functin F frm ( X, E ( Y, E = ( X Y, E E int ( Z, E is defined b the rdered pair ( F, { ƒ }(, X Y where F : X Y Z is a functin and {ƒ } (, X Y is a famil f functins ƒ : E E E satisfing the cnditins: (i f is nn decreasing n E E, (ii ƒ ( e, e = if θ = and f ( e,e = if θ = such that the image f an E E -cmple fuzz subset C f X Y under F is the cmple fuzz subset F( C f Z defined b f (, C (,, if F ( z Ø F ( z F C z = fr ever z Z., if F ( z = Ø

Cmple Fuzz Grup Based On Cmple Fuzz Space 443 We write F = ( F, ƒ :( X Y, E E E and ƒ are called the ( Z, cmembership functins assciated t F. Ever cmple fuzz functin the cmple fuzz element F= ( F, ƒ :( X Y, E E E acts n ((,, E E f ( Z, X Y E E as fllws: (, ((,, E E = ( (,, ( E E F F f = ( F (,, E. Definitin 5.3 A cmple fuzz binar peratin F = ( F, ƒ n the cmple fuzz space ( X, E is a cmple fuzz functin frm F:( X, E ( X, E ( X, E with cmembership functins ƒ satisfing: i r i s (i ƒ ( re θ, se θ iff r, s, θ s and θr, (ii ƒ are nt, i.e., ƒ ( E E = E,, X. The cmple fuzz binar peratin F = ( F, n a set X is a cmple fuzz functin frm X X t X and is said t be unifrm if F is a unifrm cmple fuzz functin. ƒ 6. Cmple Fuzz Grupids Frm nw n, we cnsider the cmple fuzz space ( X, E. Definitin 6. Acmple fuzz space ( X, E with cmple fuzz binar peratin F = ( F, is called a cmple fuzz grupid and is dented b ( X, E, F ƒ Fr ever cmple fuzz elements (, E and (, E, we can write (, E (, E = (,, E E, which is a cmple fuzz element f ( X X E E.,. The actin f F = ( F, ƒ n this cmple fuzz element is given b, E F, E = F (, E (, E = F (((,, ( E E = ( F (,, ƒ ( E E = ( F (,, E.

444 Abdallah Al-Husban and Abdul Razak Salleh If we write F(, = F, then we have ( E F ( E = ( F E,,,. (, Therem 6. Assciated t each cm ple f uzz gr upid ( X, E ; F where F = ( F, f, is a fuzz grupid (( X, I ; F which is ismrphic t the cmple fuzz grupid ( X, E ; F b the crrespndence (, E (, I. Prf. Let (( X, E ; F be a given cmple fuzz grupid. Nw redefine F = ( F, f t be F = ( F, f. Since f satisfies the aims f fuzz cmembershisp functin, F = ( F, f will be a fuzz binar peratin in the sense f Dib. That is ( X, I ; F will define a fuzz grupid in the sense f Dib. Therem 6. T each cm ple f uzz grupid ( X, E ; F there is an assci ated (rdinar gr upid ( X, F which i s i smrphic t t he cm ple fuzz gr upid ( X, E ; F b the crrespndence (, E. (. Prf. Cnsider the cmple fuzz grupid ( X, E ; F Nw using the ismrphism (, E. we can redefine the cmple fuzz functin F = ( F, f t be F = F: X X X. That is F defines an rdinar binar peratin ver X. Thus, ( X, F is the assciated rdinar grupid. A cmple fuzz binar peratin F = ( F, ƒ n ( X, E is said t be unifrm if the assciated cmembership functins ƒ are identical, i.e., ƒ = ƒ fr a ll, X. A cmple fuzz grupid ((, E ; F is called a unifrm cmple fuzz grupid if F is unifrm. Definitin 6. The rdered pair ( U ; F is called a cmple f uzz subgrupid f the cmple fuzzgrupid (( X, E ; F, if the cmple fuzz subspace U = (, r e : U is clsed under the cmple fuzz binar peratin F. Therem 6.3 T he cmpl e f uzz subspace U = (, re : U with the cmple f uzz bi nar per atin F = ( F, ƒ is a cm ple f uzz s ubgrupid f (( X, E, F ifffr all, U : (i F U i i (ii ƒ ( r s e θ θ = r e θ. F F

Cmple Fuzz Grup Based On Cmple Fuzz Space 445 7. Cmple Fuzz Grups Having defined the cncept f cmple fuzz grupid and cmple fuzz subgrupid, we are nw in a psitin t define the cncept f cmple fuzz grup. Definitin 7. A cmple f uzz semigrup is a cmple fuzz grupid that is assciative. A cmple f uzzmnid is a cmple fuzz semigrup that admits an identit. After defining the cncept f cmple fuzzgrupid, cmple fuzz semigrup and cmple fuzz mnid, we nw intrduce the cncept f cmple fuzz grup. We call the pair ( X, E, F a cmple fuzz algebraic sstem. Definitin 7. A cmple fuzz algebraic sstem (( X, E, F is called a cmple fuzz gr up if and nl if fr ever (, E, (, E, ( z, E ( X, E the fllwing cnditins are satisfied: (i Assciativit: (, E F(, E F ( z, E = (, E F (, E F ( z, E, (ii (iii i.e.,( F Fz, E = ( F Fz E (,. There eists an identit element (, e E, fr which, E F e, E = e, E F, E =, E, i.e.,( Fe E = ( ef E = ( E,,,. Ever cmple fuzz element (, E has an inverse ( ( ( E F E = E F ( E = ( e E,,,,,. E such that (, Dente (, E (, E F, E = F, E = e, E. Frm (i, (ii and (iii, it fllws that ( X, F is a fuzz grup. Therefre, we can write = and then (, E = (, E. Frm the preceding discussin, we have the fllwing therem. =, then we have Therem 7. Assciated t each cm ple fuzz gr up (( X, E ; F, where F = ( F, f, is a f uzz grup (( X, I; F, where F = ( F, f, which is ismrphic t the cmple fuzz grup( ( X, E ; F b the crrespndence (, E (, I. Prf. The prf is similar t that f Therem 6..

446 Abdallah Al-Husban and Abdul Razak Salleh Therem 7. T each cm ple fuzz gr up (( X, E ; F there i s an assci ated (rdinar gr up ( X, F, which i s i smrphic t t he cm ple f uzz gr up (( X, E ; F b the crrespndence (, E. Prf. Similar t the prf f Therem 6.. A cmple fuzz grup ( X, E, F is called a unifrm cmple fuzz grup if ƒ F = ( F, is a unifrm cmple fuzz binar peratin, i.e., r s r s ƒ ( re, se = ƒ( re, se, frall, X. Definitin 7.3 A cmple fuzz grup (( X, E, F is called a cmmutative r abelian cm ple f uzz gr up if cmple fuzz elements It is clear that (, E ; cmmutative grup. (, E and (, E F (, E = (, E F (, E, fr all (, E f the cmple fuzz space ( X, E. ( X F is a cmmutative cmple fuzz grup iff ( X, F is a Eample 7. Cnsider the set G = { a}. Define the cmple fuzz binar peratin F = ( F, f ver the cmple fuzz space ( G, E such that: F( a, a = a and r (, s f re se ( r s e r θ s G, E tgether aa =. Thus, the cmple fuzz space with F define a (trivial cmple fuzz grup (( G, E, F. Eample 7. Cnsider the set 3 = {,, }. Define the cmple fuzz binar peratin F = ( F, f ver the cmple fuzz space ( 3, E as fllws: F (, = + 3, where + 3 refers t additin mdul 3 and r s i ( θr. θs f ( re, se ( r. s e. (, E, F is a cmple fuzz grup. = Then ( 3 ((, E, Definitin 7.4 Let X F be a cmple fuzz grup and let (, U = r e : U be a cmple fuzz subspace f ( X, E. ( UF, is called a cmple fuzz subgrup f the cmple fuzz grup (i F is clsed n the cmple fuzz subspace U, i.e., F F = F i ( θ f θ = ( F, ( rf r e (, r e (, r e ( F, r e (ii ( U, F satisfies the cnditins f an rdinar grup. ((, E, X F if:

Cmple Fuzz Grup Based On Cmple Fuzz Space 447 Therem 7. The s ubspace ( U ; F is a cm ple fuzz s ubgrup f t he cm ple fuzz grup ( X, E, F if and nl if: (i ( U, F is an rdinar subgrup f ( X, F ; (ii i( θ ƒ θ F re re = rfe = r r e ƒ (, ( ƒ. Prf. Suuppse cnditins (i and (ii are satisfied. Then (a F is clsed n the cmple fuzz subspace U. Let (, re, (, re U. Then ( (, r e F (, r e = F, ƒ ( r e, r e F = F, r e U. i (b ( U, F satisfies the cnditins f an rdinar grup. Let (, re θ, z (, re, ( z, rze U. Then z F z ( b (, re F(, re F( z, re z = ( F, rfe F( z, re z ( F Fz = ( F Fz, r( F Fze F( Fz = ( F( Fz, rf( Fz e Fz = (, re F( Fz, rfze z = (, re F(, re F( z, rze. e Fe ( b (, r e F ( e, re = ( Fe, r e F e Fe = (, r e ef = ( ef, r e ef e e = ( e, r e F (, r e. e e b3 Each (, r e has an inverse (, r e, since ( r e F r e F r e F, (, = (, F = (, F r e e = ( e, re = e F F (, r e F(, r e. Frm (a and (b we cnclude that ( U; F is a cmple fuzz subgrup f (( X, E, F.

448 Abdallah Al-Husban and Abdul Razak Salleh Cnversel if ( U ; F is a cmple fuzz subgrup f ( X, E, F then (i hlds b the assciativit. Alsthe fllwing hlds ( re ƒ re = ƒ ( re, re = r F e. F Cnclusin In this stud, we have generalised the stud initiated b Dib (994 abut fuzz grups t cmple fuzz grups. The present wrk generalises a new algebraic structure b cmbining three branches f mathematics t get a huge structure carring several prperties which culd be gained frm the prperties f cmple numbers, algebra and fuzz ther. Acknwledgments The authrs wuld like t gratefull acknwledge the financial supprt received frm Universiti Kebangsaan Malasia under Grant number AP-3-9. References [] Abu Osman Md. Tap. 984a. Fuzz sets: Its bright future. Menemui Matematik 6 (3: 8-3. [] Abu Osman Md. Tap. 984 b. Sme prperties f fuzz subgrups. Sains Malasiana 3 (: 55-63. [3] Akgiil, M. 988. Sme prperties f fuzz grups. Jurnal f Mathematical Analsis and Applicatins 33: 93-. [4] Anthn, J.M. & Sherwd, H. 979. Fuzz grups redefined. Jurnal f Mathematical Analsis and Applicatins 69: 4-3. [5] Anthn, J.M. & Sherwd, H. 98. A characterizatin f fuzz subgrups. Fuzz Sets and Sstems 7: 97-35. [6] Buckle, J.J. 989. Fuzz cmple numbers. Fuzz Sets and Sstems 33: 333-345. [7] Buckle, J.J. 99. Fuzz cmple analsis II: Integratin. Fuzz Set s and Sstems 49: 7-79. [8] Buckle, J.J. &Qu, Y. 99. Fuzz cmple analsis I: Differentiatin. Fuzz Sets and Sstems 4: 69-84. [9] Chang, C.L. 968. Fuzz tplgical spaces. Jurnal f Mat hematical Analsis and Applicatin s4: 8-9. [] Cker, D. 997. An intrductin t in tuitinistic fuzz tplgical spaces. Fuzz Sets and Sstems 88: 8-89.

Cmple Fuzz Grup Based On Cmple Fuzz Space 449 [] Das, P.S. 98. Fuzz grups and level subgrups. Jurnal f Mat hematical Analsis and Applicatins 84: 64-69. [] Dib, K.A. & Hassan, A.A.M. 998. The fuzz nrmal subgrup. Fuzz S ets and Sstems 98: 393-4. [3] Dib, K.A. & Yussef, N.L. 99. Fuzz Cartesian prduct, fuzz relatins and fuzz functins. Fuzz Math. 4: 99-35. [4] Dib, K.A. 994. On fuzz spaces and fuzz grup ther. Infrmatin Sciences 8: 53-8. [5] Fathi, M. & Salleh, A.R. 9. Intuitinistic fuzz grups. Asian Jurnal f Algebra (: -. [6] Hungerfrd, T.W. 974. Algebra. New Yrk: Springer-Verlag. [7] Fathi, M.. Intuitinistic fuzz algebra and fuzz hperalgebra. PhD Thesis. Universiti Kebangsaan Malasia. [8] Jun, M., Zhang, G. & Lu, J.. A methd fr multiple peridic factr predictin prblems using cmple fuzz sets. IEEE Tr ansactin n F uzz Sstems (: 3-45. [9] Li, C. & Chiang, T.-W.. Cmple neur-fuzz self-learning apprach t functin apprimatin. Lecture Ntes in Artificial Intelligence (599: 89-99. [] Lwen, R. 976. Fuzz tplgical spaces and fuzz cmpactness. Jurnal f Math. Anal. Appl. 56: 6-633. [] Ma, J., Zhang G. & Lu, J.. A methd fr multiple peridic factr predictin prblems using cmple fuzz sets. IEEE Tr ansactin n F uzz Sstem (: 3-45. [] Negita, C.V. & Ralescu, D.A. 975. Applicatins f F uzz Set s t S stem Analsis. New Yrk: Wile. [3] Qiu, D. &Shu, L. 8. Ntes n the restud f fuzz cmple analsis: Part I and part II. Fuzz Sets and Sstems 59: 85-89. [4] Ramt, D., Friedman, M., Langhlz, G. & Kandel, A. 3. Cmple fuzz lgic. IEEE Transactin n Fuzz Sstems (4: 45-46. [5] Ramt, D., Mil, R., Friedman, M., & Kandel, A.. Cmple fuzz sets. IEEE Transactin n Fuzz Sstems : 7-86. [6] Rsenfeld, A. 97. Fuzz grups. Jurnal f Mat hematical A nalsis and Applicatins 35: 5-57. [7] Schweizer, B. & Sklar, A. 96. Statistical metric spaces. Pacific Jurnal f Math. : 33-334. [8] Sessa, S. 984. On fuzz subgrups and ideals under triangular nrms. Fuzz Sets and Sstems 3: 95-.

45 Abdallah Al-Husban and Abdul Razak Salleh [9] Sherwd, H. 983. Prduct f fuzz subgrups. Fuzz Sets and Ss tems : 79-89. [3] Tamir, D.E., Lin, J. & Kandel, A.. A new interpretatin f cmple membership grade. Internatinal Jurnal f Intelligent Sstems 6: 85 3. View this article nline at wilenlinelibrar.cm. [3] Tamir, D.E., Last, M. & Kandel, A.. Generalized cmple fuzz prpsitinal lgic. Accepted fr publicatin in the Wrld Cnference n Sft cmputing, San Francisc. [3] Yussef, N.L. &Dib, K.A. 99.A new apprach t fuzz grupids functins. Sets and Sstems 49: 38-39. [33] Zadeh, L.A. 965. Fuzz sets. Infrm. Cntrl 8: 338-353. [34] Zhang, G., Dilln, T.S., Cai, K.Y., Ma, J.& Lu, J. 9. Operatin prperties and δ-equalities f cmple fuzz sets. Internatinal Jurnal f Apprimate Reasning 5: 7-49.