paper 13-17-2009. 120KB Jun 04 2011 12:03:07 AM

ACTA UNIVERSITATIS APULENSIS

No 17/2009

ON ACCELERATION AND ACCELERATION AXES IN DUAL
LORENTZIAN SPACE ID13

A. Z. Pirdal, M. A. Gungor, M. Tosun
Abstract. In this paper we have explained one parameter Dual Lorentzian
Spherical Motions in three dimensional dual Lorentzian Space and given relations which are concerned with velocities and accelerations of this motion. In
the original part of this paper relations have been obtained related to acceleration and acceleration axes of one parameter Dual Lorentzian Motion.
2000 Mathematics Subject Classification: 53A17, 53B30, 53B50.
1. Introduction
Dual numbers were introduced in the 19th century by Clifford [1] and
quickly found application in description of movements of rigid bodies in three
dimensions [2], [3] and in description of geometrical objects also in three dimensional space [4]. The relevant formalism was developed. It has contemporary application within the curve design methods in computer aided geometric
design and computer modeling of rigid bodies, linkages, robots, mechanism
design, modeling human body dynamics etc. [5], [8]. For several decades there
were attempts to apply dual numbers to rigid body dynamics. Investigators
showed that the momentum of a rigid body can be described as a motor that
obeys the motor transformation rule; hence, its derivative with respect to time

yields the dual force. However, in those investigations, while going from the
velocity motor to the momentum motor, there was always a need to expand
the equation to six dimensions and to treat the velocity motor as two separate
real vector.
E. Study devoted special attention to the representation of directed lines by
dual unit vectors and defined the mapping that is known by his name. There
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A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
exists one-to-one correspondence between the vectors of dual unit sphere S 2
and the directed lines of space of lines IR3 , [3].
Considering one and two parameters spherical motions in Euclidean space,
Muller [9] has given the relations for absolute, sliding, relative velocities and
pole curves of these motions. Also, one parameter dual motions in three dimensional dual space ID3 , the relations about the velocities and accelerations
of these motions have been investigated. Moreover relations have been given
related to acceleration and acceleration axes of one parameter dual motions,
[10]. If we take Minkowski 3-space IR13 instead of E 3 the E. Study mapping
can be stated as follows: The dual time-like and space-like unit vectors of
˜ 02 and S˜12 at the dual Lorentzian
dual hyperbolic and Lorentzian unit spheres H

3
space ID1 are in one-to-one correspondence with the directed time-like and
space-like lines of the space of Lorentzian lines IR13 , respectively, [11].
One parameter dual Lorentzian motions in three dimensional Minkowski
space IR13 and the relations concerning the velocities, accelerations and acceleration axes of these motions have been given by [12]. Moreover, theorems and
corollaries about velocities (absolute, sliding, relative velocities) and accelerations (absolute, sliding, relative, Coriolis accelerations) of one parameter dual
Lorentzian motions in three dimensional dual Lorentzian space ID13 have been
obtained in [12].
We hope that these results will contribute to the study of space kinematics
and physics applications.
2.Basic Concepts
If a and a∗ are real numbers and ε2 = 0, the combination a˜ = a + εa∗ is
called a dual number, where ε is dual unit. The set of all dual numbers forms
a commutative ring over the real number field and denoted by ID. Then the
set
n
o
ID3 = ~˜a = (A1 , A2 , A3 )| Ai ∈ ID, 1 ≤ i ≤ 3

is a module over the ring which is called a ID-Module or dual space and

denoted by ID3 . The elements of ID3 are called dual vectors. Thus, a dual


vector a
˜ can be written



→ −
a
˜ =→
a + ε a∗



where −
a and a∗ are real vectors at IR3 .

118


A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...




The Lorentzian inner product of dual vectors a
˜ and ˜b in ID3 is defined
by

 −
 D E
D −
→E D−
→ E

→ →
a
˜ , ˜b = ~a, ~b + ε ~a, b∗ + a∗ , ~b

with the lorentzian inner product ~a and ~b

D E
~a, ~b = −a1 b1 + a2 b2 + a3 b3



where −
a = (a
) , b = (b1 , b2 , b3 ). Therefore, ID3 with the Lorentzian
1 , a2 , a3 


→ −
inner product a
˜ , ˜b is called three dimensional dual Lorentzian space and



denoted by of ID13 , [11]. A dual vector a
˜ is said to be time-like if −
a is













time-like (h a , a i < 0), space-like if a is space-like (h a , a i > 0 or a = 0)




and light-like (or null) if −
a is light-like
(or null) (h−

a ,−
a i = 0,−
a 6= 0 ). The
D−
E
→ −

set of all dual vectors such that a
˜, a
˜ = 0 is called the dual light-like (or
null) cone and denoted by Γ. The norm of a dual vector is defined to be
D −
→∗ E




a,a





˜
= k−
,
a 6= 0.
ak+ε −
a
k→
ak





Let a
˜ and ˜b be two future-pointing (respectively, past-pointing) unit dual
time-like vectors in ID13 . Then we have
 −



→ →
a
˜ , ˜b = − cosh Θ.
 −






→ →
˜
˜
If a
˜ and b are two space-like unit vector and Sp a
˜ , b is time-like (i.e.,
 −







→ →
˜
˜
the space spanned by a
˜ and b is time-like), and Sp a
˜ , b is space-like




(i.e., the space spanned by a
˜ and ˜b is space-like) then

 −

→ →

a
˜ , ˜b = cosh Θ
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A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...

and



→

→ −
a
˜ , ˜b = cos Θ





respectively, where Θ = θ + εθ∗ is dual angle between a
˜ and ˜b unit dual
vectors [11]. The angle Θ is formed with angle θ between directed lines ~a, ~b
and θ∗ is the shortest Lorentzian distance between these lines.
The dual Lorentzian and dual hyperbolic unit spheres in ID13 are given by
D→ −
n−
o

→∗

→∗
→ −
→E



2
3 −
3
˜
S1 = a
˜ = a + ε a ∈ ID1 a
˜, a
˜ = 1, a , a ∈ IR1
and

D→ −
o
n→

→∗

→∗
→E




3
3 −
˜2 = −
a
˜
,
a
˜
=
−1,
a
,
a

IR
H
a
˜
=
a
+
ε
a

ID
1
0
1

˜ 02 . We call the components of H
˜ 02
respectively. These are two components of H
passing through (1, 0, 0) and (−1, 0, 0) a future-pointing dual hyperbolic unit
˜ 02+ and H
˜ 02− respectively. With respect to this
sphere, and denote them by H
definition, we can write
n→
o

→ ˜ 2 −


˜ 02+ = −
H
a
is
a
future

pointing
time

like
unit
vector
a
˜ =−
a + ε a∗ ∈ H

0

and


n−
o

→∗
→ −

2 −
2−
˜
˜
˜ = a + ε a ∈ H0 →
H0 = a
a is a past − pointing time − like unit vector





The dual Lorentzian cross-product of a
˜ and ˜b in ID13 is defined as

→ −

→∗ −
→∗ −


→

→ −



˜
a
˜ ∧ b = a ∧ b +ε a ∧ b +a ∧ b
with the Lorentzian cross-product of ~a and ~b




a ∧ b = (a3 b2 − a2 b3 , a3 b1 − a1 b3 , a1 b2 − a2 b1 )



where −
a = (a1 , a2 , a3 ), b = (b1 , b2 , b3 ), [11].
120

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
Let f be a differentiable dual function. Thus, Taylor expansion of the dual
function f is given by
f (x + εx∗ ) = f (x) + εx∗ f ′ (x)
where f ′ (x) is the first derivatives of f , [10].
3.Dual Lorentzian Spatial Motions
The two coordinate systems which represent the moving space IL and the
fixed space IL′ in IR13 , respectively. Let us express the displacements (IL/IL′ )
of IL with respect
IL′ in oa third orthonormal right-handed system (or
n to

→ −
→ −

relative system) Q; r˜1 , r˜2 , r˜3 .
Considering E. Study theorem, it is obvious that the dual points of the unit
˜ ′, K
˜ and K
˜ 1 with common centre M
˜ correspond one to
dual Lorentz spheres K




one −
ei , e′i and −
ri (1 ≤ i ≤ 3) axes in dual Lorentzian space ID13 , respectively.
Therefore, IL1 /IL, IL1 /IL′ and hence IL/IL′ Lorentzian
can
. be
.motions
.

˜ ′,
˜ and K
˜ K
˜ K
˜1 K
˜ 1 K,
considered as dual Lorentzian spherical motions K
respectively.
˜ K
˜ ′ and K
˜
˜
Let
Lorentzian
dual
with
o common centre M
o
n spheres
o 1nbe unit
n K,−

















˜ ; r˜1 , r˜2 , r˜3 be the orthonormal
˜ ; e˜′ , e˜′ , e˜′ and M
˜ ; e˜1 , e˜2 , e˜3 , M
and M
1

2

3

coordinate systems, respectively, which are rigidly linked to these spheres.
Here
−→ −


→ −




→ →

→ −
ri + ε ri∗ , 1 ≤ i ≤ 3
e˜i = →
ei + ε e∗i , e˜′i = e′i + εe′i ∗ , r˜i = −
and

→∗ −˜−→ −
ei ,
ei = M O ∧ →


→ −−→′ −

˜ O ∧ e′ ,
e′i ∗ = M
i


→∗ −˜−→ −
ri = M Q ∧ →
ri ,

1 ≤ i ≤ 3.

Since each of these systems are oriented to the same direction, one can write
˜ = A˜E,
˜
R

˜ = A˜′ E˜ ′
R

where A˜ and A˜′ represent a special dual orthogonal matrices. Here
 −
 −
 −
→′ 
→ 
→ 

r˜1
e˜1
→1′ 
→ 
→ 
 −
 −
 −

˜
˜
˜
R =  r˜ 2  ,
E =  e˜2  ,
E =  e˜2  .





→′
r˜ 3
e˜3
e˜3
121

(3.1)

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...

The elements of positive dual orthogonal matrices A˜ and A˜′ are differentiable
functions of dual parameter t˜ = t+εt∗ . Throughout this paper we will take t∗ =
0, unless otherwise mentioned. Hence one-parameter motion is determined by
the matrix A˜ (orA˜′ ) and called as one-parameter dual Lorentzian spherical
motion.
If we consider equation (3.1), then differential of the relative orthonormal
˜ with respect to K
˜ and K
˜ ′ are
coordinate system R
˜=Ω
˜ R,
˜
dR

˜=Ω
˜ ′R
˜
d′ R

(3.2)

 −1
−1


˜
˜
˜
˜
˜
˜
where Ω = dAA and Ω = dA A˜′
, respectively, [12]. The matrices Ω
˜ ′ are anti-symmetric matrices in the sense of Lorentzian. Let us denote
and Ω
˜ ij = Ω
˜ k . Then
the permutations of the indices i, j, k = 1, 2, 3; 2, 3, 1; 3, 1, 2; by Ω
we can get that


˜ 3 −Ω
˜2
0

˜ i = Ωi + εΩ∗i ,
˜ = Ω
˜3
˜1  ,

1 ≤ i ≤ 3.

0 −Ω
˜
˜
−Ω2 Ω1
0
In the similar way,

0
˜′ =  Ω
˜′

3
˜′
−Ω
2

˜ ′ is obtained to be
the matrix Ω

˜ ′3 −Ω
˜ ′2

˜ ′i = Ω′i + εΩ′i ∗ ,
˜′  ,

0 −Ω
1
˜′
0

1

1 ≤ i ≤ 3.

˜ i = Ωi + εΩ∗ and Ω
˜ ′ = Ω′ + εΩ′ ∗ (1 ≤ i ≤ 3) are dual Pfaffian forms.
where Ω
i
i
i
i
˜ on unit dual Lorentz sphere K
˜ 1 . The coordinates
Let us consider a point X
˜ is X
˜ i = xi + εx∗ (1 ≤ i ≤ 3). Thus differential of the vector
of the point X
i
−−→ −

T
˜=X
˜ =X
˜ R
˜ with respect to moving unit dual Lorentz sphere K
˜ is
OX


→ 
˜
˜ = dX
˜T + X
˜TΩ
˜ R.
dX
(3.3)

→.


˜ becomes V˜r = d x˜
Therefore, the relative velocity vector of X
dt. Similarly
˜ with respect to fixed unit dual Lorentz sphere K
˜ ′ is
the differential of point X


→ 
˜
˜ = dX
˜T + X
˜TΩ
˜ ′ R.
(3.4)
d′ X
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A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...

→


′ ˜
So, the absolute velocity vector is expressed to be V˜a = d X dt. If the point


˜ is fixed on moving unit dual Lorentz sphere K,
˜ since V˜r = 0, we reach
X
˜ T = −X
˜ T Ω.
˜
dX

(3.5)

Substituting equation (3.5) into equation (3.4) we find for the sliding velocity
˜ that
of X






˜
˜′ − Ω
˜ R.
˜ =X
˜T Ω
(3.6)
V˜f = df X
If, at this point, we consider the dual vector



→ ˜ −
→ ˜ −

˜ = −Ψ
˜ 1−
Ψ
r˜1 + Ψ2 r˜2 + Ψ
˜3
3r
˜i = Ω
˜′ − Ω
˜ i (1 ≤ i ≤ 3), then equation (3.6)
in which the components are Ψ
i
reduces to

→ −
→ −
→ −

˜ = V˜f = Ψ
˜ ∧X
˜,
df X
(3.7)

→ −




˜ =→
ψ + εψ ∗ is a dual Lorentzian Pfaffian vector. The real part ψ and
where Ψ


→ −
˜ correspond to the rotation motions and the translation
the dual part ψ ∗ of Ψ
motions of the spatial motion.
4.Acceleration and Acceleration Axes
From equation (3.7) it is easily seen that the sliding acceleration of dual


˜ is obtained as follows.
vector X
.
 −


→ −
→ −
→ −
→ −
→ −
→ −
→ −
→ −

˜
˜
˜
˜
˜
˜
˜
˜
˜ Ψ
˜
J = d df X = Ψ ∧ X + Ψ , Ψ X − Ψ , X

(4.1)

.





˜ = dΨ
˜ is the instantaneous dual angular acceleration vector. Taking
where Ψ
equation (3.6) and (4.1) into consideration, we find sliding velocity and sliding
acceleration in matrix form as follows
˜ =M
˜X
˜
df X
and
123

(4.2)

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...

J˜ =



.

˜2

˜ +M
M



˜
X

(4.3)

T

˜′ − Ω
˜ . From equation (4.3) it is clear that the
˜ = Ω
respectively. Here M
components of dual Lorentzian acceleration J˜ are homogenous linear functions


˜ are X
˜ i (1 ≤ i ≤ 3). Hence the determinant D
˜
such that the coordinates of X
of coefficients matrix of equation (4.3) is
.
2
.
2

2

 .

.






→ −




2 ˜
˜

Ψ
˜ = det M
˜2 Ψ
˜
˜ 2 sinh2 ∇
˜
˜ +M
˜ 2 =
Ψ
˜
=
Ψ
˜ ∧Ψ
D

=
Ψ
sinh






(4.4)
where
˜ =α

˜ + ε˜
α∗
(4.5)
is a dual Lorentz angle between the dual space-like vectors
such
that the space




˜
˜
spanned by these two dual space-like vectors is time-like.

Ψ
= ψ + εψ = Ψ


~
is called instantaneous dual Lorentzian rotation angle, where ψ =
ψ
and
.





~∗i
hψ,
˜ correspond to the same line, then this
˜ and Ψ
ψ ∗ = ψ~ . If both vectors Ψ
k k
˜ = 0.
line has no acceleration. It is very clear that in this case D
˜ of the unit dual Lorentz sphere
Definition 1. If a unit dual vector X


˜ is
and its dual acceleration vector J˜ are linearly dependent, then the point X


˜ is called acceleration axis for the dual
called dual acceleration pole and line X
Lorentzian motion.




˜ as V˜ and consider
If we denote the dual Lorentzian acceleration vector X
equation (4.1) then we obtain

where

.
−
→ −
→ −



→ −
→ −
˜ , V˜ Ψ
˜ 2 V˜
˜ ∧ V˜ = ΛΨ
˜ −Ψ
Ψ

(4.6)

˜ = λ + ελ∗
Λ

(4.7)

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A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
is a dual scalar. Equation (4.6) correspond to three homogeneous linear equa−

˜1, X
˜2, X
˜ 3 of V˜ . Thus, the determinant of
tions depend on the coordinates X
the coefficients matrix must be zero for non-zero solutions. So

where

˜3 − Λ
˜2 − K
˜Λ
˜ +K
˜ cosh2 ∇
˜ =0
Λ

(4.8)


.
.
. 
.
.


ψ

ψ
ψ
2
ψ

2
2
˜
˜ = k + εk ∗ = Ψ = ψ − ε
K
˜4
ψ4
ψ5
Ψ

(4.9)

Considering
˜ = λ + ελ∗ , Λ
˜ 2 = λ2 + 2ελλ∗ , Λ
˜ 3 = λ3 + 3ελ2 λ∗
Λ
˜ = cosh α + εα∗ sinh α
˜ = cosh2 α + εα∗ sinh 2α
cosh ∇
, cosh2 ∇
(4.10)
then equation (4.8) reduces to the following equations:
λ3 − λ2 − kλ + k cosh2 α = 0
2

α+k∗ λ−kα∗ sinh 2α
λ∗ = −k cosh 3λ
2 −2λ−k

(Real part)
(Dual part).

(4.11)

˜ 1, Λ
˜ 2,
Since equation (4.8) or equation (4.11) have generally three roots as Λ
˜ 3 so there are three lines ℓ1 , ℓ2 and ℓ3 which are called instantaneous dual
Λ
Lorentzian acceleration axes.
These three axes are skew lines in space ID13 .
The special case of k ∗ = 0 is of importance. From equation (4.9) we see that
there are
three distinct situation:
.
i) ψ = 0,
.
.
ii) 2ψ ∗ ψ − ψ ∗ ψ = 0,
iii) ψ ∗ = 0.
Now let
us investigate these special cases individually.
.
i) If ψ = dψ = 0 then ψ = constant and k = 0. Therefore, the roots of
˜1 = Λ
˜ 2 = 0 and Λ
˜ 3 = 1. So, considering equation
equation (4.8) find to be Λ
(4.8), we find the acceleration axes of one-parameter dual Lorentzian motion
as
.
−
→ −→ −
→ −→
→ −
˜
˜
˜
˜
ℓ1 = ℓ2 = Ψ , V1,2 Ψ − Ψ ∧V˜1,2 = 0
125

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
and

.
−



→ −
→ −
→ −
→ −
˜ 2 V˜3 = 0
˜
˜
˜
˜
ℓ3 = Ψ , V3 Ψ − Ψ ∧V˜3 − Ψ
.

.

ii) If 2ψ ∗ ψ − ψ ∗ ψ = 0 then ψ ∗ = c1 ψ 2 . Therefore, the pitch of the instan∗
taneous helicoidal motion is ψψ = c1 ψ, where c1 is a constant. So the orbit of
a point during instantaneous motion
is a circular helix.
.



iii) If ψ = 0 then dψ = ψ = 0, i.e. k ∗ = 0. In this case, there is a fixed


˜ . As ψ ∗ corresponds to the translational
point on instantaneous dual axis Ψ
part of the dual Lorentzian motion, this special case is a Lorentzian spherical
motion. Thus, acceleration axes form a pencil of lines whose vertex is the
centre of the sphere.
Now we consider equation (4.11) . From equation (4.11) we see that the three
λi (and also three λ∗i ) are either all real or two of them are imaginary. To
discuss the roots we define a new unknown S˜ as follows:
˜ = S˜ + 1 .
Λ
3

(4.12)

Therefore, substituting the last equation into equation (4.8), we find
˜ S˜ − C˜ = 0
S˜3 − B

(4.13)

where


˜+
˜ K
˜ = b + εb∗ = K
˜ + 1 , C˜ = c + εc∗ = 1 − cosh2 ∇
S˜ = µ + εµ∗ ,
B
3
3
b = k + 13 ,
b = k + 13 ,
b∗ = k ∗

2
,
c∗ = 31 − cosh2 α k ∗ − kα∗ sinh 2α.
c = 13 k − cosh2 αk + 27
(4.14)
If we separate the real and imaginary parts of equation (4.13), we reach
µ3 − bµ − c = 0
and
µ∗ =

b∗ µ+c∗
3µ2 −b

(4.15)

respectively. The roots of the cubic equation of µ are real and the values of µ∗
are also real iff
4b3 + 27c2 ≤ 0

126

2
,
27

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
or, from equation (4.14)


8
8
2
2
4
2
≤ 0.
k 4k + 7k + − 18k cosh α − 4 cosh α + 27 cosh α +
3
27
Therefore, the following theorem can be given.
Theorem 1. In three dimensional dual Lorentzian space ID13 , three acceleration axes of one-parameter dual Lorentzian motion is real iff


8
8
2
2
4
2
k 4k + 7k + − 18k cosh α − 4 cosh α + 27 cosh α +
≤ 0.
3
27

References
[1] W.K. Clifford, Preliminary sketch of bi-quaternions, Proceedings of London Mathematical Society 4, 64/65, (1873), 361-395.
[2] A.P. Kotelnikov, Screw calculus and some of its applications to geometry
and mechanics,Annals of Imperial University of Kazan, (1895).
[3] E. Study, Geometrie der Dynamen, Leibzig, 1903.
[4] I.M. Yaglom, A simple non-Euclidean geometry and its physical basis,
Springer Verlag, New-York, 1979.
[5] S. Li, Q.J. Ge, Rational Bezier Line Symmetric Motions, ASME J. of
Mechanical Design,Vol. 127, No.2, (2005), 222-226.
[6] H.H. Cheng, Programming with Dual Numbers and its applications in
Mechanisms Design, An International Journal for Computer-Aided Mechanical
and Structural Engineering,Vol. 10, No.4, (1994), 212-229.
[7] H. Cheng, S. Thompson, Dual Polynomials and Complex Dual Numbers
for Analysis of Spatial Mechanism, Proc. of ASME 24th. Biennial Mechanisms
Conference, Irvine, California, (1996),August 19-22, .
[8] M. Berz, Automatic differentiation as nonarchimedean analysis, Elsevier
Publishers B. V. (North Holland), Amsterdam, 1992.
¨
[9] H.R. Muller, Kinematik Dersleri,Ankara Uni.
Fen-Fak¨
ultesi yayınları
27,1963.
[10] H.H. Hacısaliho˜glu, Acceleration Axes in Spatial Kinematics I., S´erie
A:Mathematiqu´es, Physique et Astronomie, Tome 20 A , (1971), 1-15.

127

A.Z. Pirdal, M.A. Gungor, M. Tosun - On Acceleration and...
[11] H.H. U˜gurlu, A. C
¸ aliskan, The study mapping for directed spacelike and
timelike lines in Minkowski 3-space IR13 , Math. And Comp. Applications,Vol.
1 , No.2, (1996), 142-148.
[12] M. Tosun, M.A. Gungor, H.H. Hacısalihoglu, I. Okur, A study on the
one parameter Lorentzian Spherical Motions, Acta Mathematica Universitatis
Comenianae,Vol. LXXV , No.1, (2006), 85-93.
Authors:
Ay¸se Zeynep Pirdal
Department of Mathematics, Faculty of Arts and Sciences
Sakarya University
54187 Sakarya/TURKEY
email:apirdal@sakarya.edu.tr
Mehmet Ali G¨
ung¨or
Department of Mathematics, Faculty of Arts and Sciences
Sakarya University
54187 Sakarya/TURKEY
email:agungor@sakarya.edu.tr
Murat Tosun
Department of Mathematics, Faculty of Arts and Sciences
Sakarya University
54187 Sakarya/TURKEY
email:tosun@sakarya.edu.tr

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