Phxalm ivzi Epncg gdhupncg @bxapn gdñhu eevtxa okhxazi sphxa gdzier ylzieehu 3chzi ylxa vteropncg ylzipnh ivzi3cee vthhuopncg lmxazi Trang 12 ylzieehu gd3 gdhuo3c okcg gdocg eropncg er
Trang 1DAI HQC QUOC GIA HA lNQITROlNG DAI HQC COlNG lNGHE
Phxalm Thzi Hoxa lNxalm
KHAI PTLâ D‘Y LIEU LUAT KokT HOP kMvt3
VA ziJ2'JG DUlNG CKO BAI TOAlN KHAI PTL'ok D‘Y LIEU CYf$C IlNTERlNET
Trang 2k
MUC LUC
szio
zi»lshu _; 7
Ch h uo p n c g 1 TO l NG QUA l N VE KHAI PHA DU LIEU 7
1.1 Kh x a z i p n z i e e l m 3 co @ b x a p n 7
1.1.1 k M h u 3 c v t z ié h u 3 c h u x a o kh x a z i s ph x a g d z i z i y l z i e e h u 7
1.1.2 D! p nh p n c gh z i x a o kh x a z i s ph x a g dG y l z i e e h u 8
1.1.3 Cf 3 c g d x a p n c g g d z i z i y l z i e e h u 3 co v th e e o kh x a z i s ph x a g d z i z i y l z i e e h u.[ y l][3] 8
1.1.4 Q h u x a v t e r z i p nh o kh x a z i s ph x a g d z i z i y l z i e e h u 9
1.1.4.1 C x a 3 c @ b h uñ 3 c 3 ch z i p nh v t e ro p n c g q h u x a v t e r z i p nh o kh x a z i s ph g d 9
1.1.4.2 Cf 3 c v thâ p nh s ph l s 3 c h u x a c g z i x a z i v th h u3 v t o kh x a z i s ph x a 9
1.1.4.3 H h uñ p n c g v t z ié s p 3 c x a p n 3 co @ b x a p n i v x a o k m y v th h u x a v t x a s p g d h u p n c g v t e ro p n c g q h u x a v t e r z i p nh o kh x a z i s ph x a 10
1.1.4.4 E p n c g g d h u p n c g 3 c z i z i x a o kh x a z i s ph x a g d z i e r y l z ié h u 11
1.2 Ph h uo p n c g s ph x a s p o kh x a z i s ph x a g d z i z i y l z i e e h u 12
1.2.1 k Mo v t l so s ph p no p n c g s ph x a s p o kh x a z i s ph x a g d z i z i y l z i e e h u s phñ @ b z i e e p n [1][3] 12
1.2.1.1 C3 m y q h u m yé v t g d z i p nh i v x a y l h u x a v t 12
1.2.1.2 Ph h uo p n c g s ph x a s p l s h u m y g d z i e e p n i vñ q h u m y p n x a s p 12
1.2.1.3 Ph x a v t h z i e e p n 3 c x a 3 c y l h u x a v t o k e e v t h s p s p 13
1.2.1.4 Ph3 p n p nho l m i vâ s ph3 p n g do x a p n 14
1.2.1.5 k M x a p n c g p no e ro p n 15
1.2.1.6 G z i x a z i v th h u x a v t g d z i v t e r h u m y e e p n 16
1.2.2 Ph x a p n y lo x a z i 3 c x a 3 c h e e v tho p n c g o kh x a z i s ph l s g dG y l z i e e h u 16
1.2.3 l Nhf l m c g i v x a p n g d e e q h u x a p n U l m v t e ro p n c g h§ v tho p n c g o kh x a z i s ph l s g dG y l z i e e h u i v x a y l m y x a 3 ch s p p n 3 c3 3 c o k m y v th v t o kh x a z i h v t v t v t • • • • • • • • • • • • • • • • •'• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • v t v t v t • • • • • • • • v t • • • • • • v t v t v t • • • • • • • • v t v t v t v t v t • v t • v t # v t v t v t v t • # #1 7 Ch h uo p n c g 2 KHAI PHA DC LIEU BA l NG LUAT IT HC z iP 20
2.1 Y o c gh z i x a 3 c z i z i x a y l h u3 v t o k e e v t h s p s p[5] 20
2.2 Phé v t @ b z i e e h u @ bñ z i v to g d p n [ y l][5] 21
2.4 k Mo v t l so v t z i p nh 3 ch x a v t 3 c h u x a s p l m h u 3 c s phñ @ b z ié p n i vâ y l h uâ v t o k e e v t h9 s p 24
2.4.1 k Mñ v t l so v t y l p nh 3 châ v t 3 c h u x a @ s p l m h u 3 c s phf z i @ b z i e e p n 24
2.4.2 k Mo v t l so v t z i p nh 3 ch x a v t 3 c z i z i x a 1 h u3 v t o k e e v t h9 s p 25
2.4.3 Cf 3 c y lo x a z i y l h u x a v t o k e e v t h9 s p [5][6][8] J 26
2.5 C x a 3 c v th h u x a v t v to g d p n o kh x a z i s ph l s g d z i z i y l z i e e h u p nho y l h u3 v t o k e e v t h s p s p 27
2.5.1 Kh x a z i s ph x a y l h u x a v t o k e e v t h s p s p p nh z i s phñ p n g do p n 3 ch z ié h u v t z i e r 3 co l s g d g dG y l z i e e h u v tâ 3 c i v h u 27
2.5.1.1 Th h u x a v t v to g d p n A s p e r z io e r z i v t y l l m s p l m h u 3 c s pho @ b z i e e p n l s z i v t g d h u p n c g s ph h uo p n c g s ph x a s p l s z i p nh 3 cf 3 c Wh z i c g 3 c z i e r [5] 27 2.5.1.2 l N x a p n c g 3 c x ao h z ié h u q h u x a v th h u x a v t v to x a p n A s p e r z io e r z i [7][8][9] J 33
2.5.1.3 Th h u x a v t v to x a p n l s z i p nh 3 cf 3 c y l h u x a v t o k e e v t h s p s p v t z i z i @‘ s p l m h u 3 c s pho @ b z i e e p n 35
2.5.1.4 Kh x a z i s ph l s 2.5.2 Kh x a z i s ph x a y l h u x a v t l m h u 3 c s pho @ b z i e e p n o khñ p n c g l s z i p nh z i l m c g 3 c z i z i [3] 38
h s p s p g d z i p nh y l h uq p n c g [6] 44
2.5.3 Kh x a z i s ph x a y l h u3 v t o ké v t h s p s p g d x a l m g d 3 c [6] 45
2.5.3.1 L h u3 v t o ké v t h g d x a l m z i e r 3 c 2.5.3.2 C x a 3 c 3 c x a 3 ch v t z ié s p 3 c3 p n o kh x a z i s ph x a y l h u x a v t o ké v t h s p s p g d x a l m z i e r 3 c 45
2.5.4 Kh x a z i s ph x a y l h u x a v t o ké v t h s p s p g dé p n c g 46
2.5.4.1 T3 s p l m h u 3 c s pho @ b z ié p n g do p n c g 47
Trang 31
Trang 42.5.4.3 Th h u x a v t v to x a p n CHAR k M [8] 51
Ch h uo p n c g 3 KHAI PHA DU LIEU BA l NG LUAT KET HQP k MW 54
3.1 Kh x a z i p n z i9 l m i v e e s p l m g d (F h uzz m y S e e v t l s), y lo c g z i 3 c l m g d i v x a h e e l m g d 54
3.1.1 TOP l m g d [2] 54
3.1.2 C x a 3 c s phé s p v to x a p n 3 co @ b x a p n v t e ré p n v t x a s p l m g d [2] 56
3.1.2.1 Phé s p s ph h u g d z i p nh 56
3.1.2.2 Ph e e s p h s p z i 56
3.1.2.3 Ph e e s p v t h u m y e e p n 57
3.1.2.4 L h u x a v t D e e k MO e r c g x a p n 3.1.2.5 Phé s p o kéo v th e eo 57
3.1.3 A s p g d h u p n c g s p l m g d g d e e e rñ z i e r x a 3 c ho x a g d z i e r y l z i e e h u i v x a 3 c x a 3 c h u h u g d z i e e l m 58
3.2 C x a 3 c y l h u x a v t o k e e v t h9 s p l m g d [3] [11] 59
3.3 C x a 3 c v th h u x a v t v to x a p n o kh x a z i s ph x a y l h uf z i v t o ké v t h s p s p l m g d 63
3.4 L h u3 v t o ké v t h s p s p l mh g d g d x a p n c g s ph z i z i g d z i p nh 68
3.5 L h u3 v t o k e e v t h s p s p l m g d i vñ z i v th h u 3 c v t z i p nh g d h uq 3 c g d x a p nh v t e r s p p n c g l so [5][6][11] 68
3.6 T z i l m 3 c x a 3 c y l h u x a v t v th x a v t l s v t 3 cé z i 3 ch [3] 69
3.6.1 Ph h uo p n c g s ph x a s p g d h u p n c g q h u m y 1 h u3 v t y lo x a z i @ bh y l h u x a v t v th z i z i x a 69
3.6.2 Ph h uo p n c g s ph x a s p v t z i l m y l h u x a v t g do p n c g z i x a p n 70
3.6.3 Ph h uo p n c g s ph x a s p v t y l l m y l h u x a v t l m g d z i y l x a g d z i x a v t e ré p n v t e r z i v th z i e r 3 c g dâ @ b z ié v t 70
3.6.4 Ch h u m y e e p n y l h u x a v t o k e e v t h s p s p l m g d i v e e y l h u x a v t o k e e v t h9 s p v th h uo 3 c v t z i p nh l so 72
Ch h uo p n c g 4 VG DQG LUAT IT HQP k MC z i CHO B k MI TOA l N KHAI P k M DC LIETET74 4.1 l N c g h uo p n g d h u y l z ij h u 3 c h u g d 3 c I p n v t e e e r p n e e v t 74
4.2 Ch z i g d x a v t hJ v tho p n c g o kh x a z i s ph x a g dñ y l z i e e h u 3 c h u g d 3 c I p n v t e e e r p n e e v t 75
4.2.1 Cf 3 c @ b h u g d 3 c v t z i e e p n hâ p nh p x x a m y g do c g hj v tho p n c g o kh x a z i s ph x a g d z i z i y l z ij h u 3 c h u g d 3 c I p n v t e e e r p n e e v t75 4.2.2 G z i x ao g d z i e e p n h v tho p n c g o kh x a z i s ph l s g d v t v t y l z ié h u 3 c h uñ 3 c I p n v t e e e r p n e e v t 80
4.2.2.1 H e e v tho p n c g h v t l m 3 ch h u x a p n J 80
4.2.2.2 k M g d ho x a g d8 y l z i e e h u i vâ l s z i p nh y l h uâ v t o k e e v t h s p s p l m g d 81 4.2.2.3 T z i l m y l h u x a v t 3 c6 I 3 c
Trang 53
Trang 6H z i p nh 1.
H z i p nh 2.
H z i p nh 3.
H z i p nh 4.
H z i p nh
S.
H z i p nh
6.
H z i p nh 7.
H z i p nh 8.
H z i p nh 9.
H z i p nh 10.
H z i p nh 11.
H z i p nh 12.
H z i p nh 13.
H z i p nh 14.
H z i p nh 15.
H z i p nh 16.
H z i p nh 17.
H z i p nh 18.
H z i p nh 19.
H z i p nh 20.
H z i p nh 21.
V z i g dq 3 c x a m y FP- v t e r e e e e i vO z i l m z i p n l s h u s p=20% 40
k Mñ h z i p nh i v x a p n hñ p nh h e e v thñ p n c g ( v th e eo q h u m y v t e r z i p nh g d x a h u p no z i i v x a o kh x a z i v th x a 3 c g d z i 3 ch i v h u)74 k Mñ h z i p nh v to p n c g q h u x a p n h e e v tho p n c g o kh x a z i s ph x a g d z i z i y l z i e e h u: 77
k Mñ h z i p nh 3 c i v l so g d z i z i y l z i e e h u q h u x a p n h e e 79
Lo x a z i h x a l m v th h uo 3 c 80
H x a l m v th h uo 3 c i v z i v th x a l m l so 3 cho l mo z i h x a l m v th h uñ 3 c 80
T x a s p l mS i vâ v th h uo 3 c v t z i p nh c go 3 c 3 c z i v t x a p no 81
G z i x ao g d z i e e p n v th z i e r 3 c h z i e e p n k MW ho v t g d z i z i y l z i e e h u i v x a 3 co l s g d g d z i z i y l z i e e h u 3 c z i e ro 3 c c go 3 c 81
Co l s g d g d z i z i y l z i e e h u l s x a h u o kh z i v th m y 3 c h z i e e p n l mo ho v t 82
S z i p nh v t x a s p s pho @ b z i e e p n l s z i e r g d h u p n c g v to x a p n v t z i z i T- p no e r l m — T z i 3 ch g d x a z i l so 82
S z i p nh v t x a s p s phñ @ b z ié p n l s z i v t g d h u p n c g v to x a p n v t z i e e T- p no e r l m — Phé s p y l x a m y l m z i p n 83
S z i p nh v t x a s p s pho @ b z ié p n l s z i v t g dq p n c g v to x a p n v t z i e r T- p no e r l m — T z i 3 ch @ b x a e r 3 ch z i p n 83
S z i p nh @ s p s pho @ b z i e e p n l s v t g d h u p n c g v to x a p n v t z i e r T- p no e r l m — T z i 3 ch D e r x a l s v t z i 3 c 84
S z i p nh v t x a s p s phñ @ b z ié p n l s z i v t g d h u p n c g v to g d p n v t z i v t T- p no e r l m — Phé s p c g z i x ao 84
S z i p nh v t x a s p 3 c x a 3 c y l h u x a v t l m g d v t z i z i @ s p s phñ @ b z ié p n 85
D e r e e p n c g z if v t y l h u x a v t 85
S z i p nh v t x a s p 1 h u e e x a v t @ b x a p n c g y l h u x a v t s ph z i z i g d| p nh 86
S z i p nh y l h u x a v t o k e e v t h s p s p i v g d z i 3 c x a 3 c v th h uo 3 c v t z i p nh g d h uq 3 c g d x a p nh v t e r s p p n c g l so 86
T z i l m y l h u x a v t l m z i z i y l x a g d z i e r x a v t e ré p n v t e r z i v thñ 3 c g dñ @ b z ié v t 87
T z i l m y l h u x a v t g do p n c g e r x a p n 87
Lo x a z i @ bñ y l h u x a v t v th z i z i x a 88
Trang 8sphâpn xapnh, cgzixazi qhumyévt 3cxa3c @bxazi vtoxapn ylzieepn qhuxapn gdeepn okhzixa 3c gdzipnh vtzipnh 3chuxa
vterzi vthhu3c
Trang 10Chhu'o’pncg 1 T6lNG QUAlN Vé KHAI PHA DU’ LI§U
Trang 113csphu 3chzipnh eevtxa ylzipnh ivzi3cee okhoxa hsp3c lmxamy vtzipnh ivxa 3copncg pncghee vterzi vthhu3c Phxalm ivzi
Epncg gdhupncg @bxapn gdñhu eevtxa okhxazi sphxa gdzier ylzieehu 3chzi ylxa vteropncg ylzipnh ivzi3cee vthhuopncg lmxazi
ivxa vtxazi 3chzipnh lNhhupncg pncgxamy pnxamy, okhxazi sphxa gdzier
Trang 12Co l sâ g dF y l z i e e h u g d x a 3 ch z ié h u ( l m h u y l v t z i l m e e p n l s z io p n l s v t e r h u 3 c v t h u e r e e l s, g d x a v t x a w x a e r e eho h u l s e e l s, g d x a v t x a
l m x a e r v t) y l x a okho gdzizi ylzieehu g d x ao 3 c vtxasp hspsp, 3chopn ylo3c vthu’ pnhziéhu pncghufzipn gdzier ylzieehu okhxa3c
Trang 13Co l sâ g dU y l z i e e h u q h u x a p n h e e - h x aâ p n c g g d 3 c z i v t x a s p p n c g (o @ bj e e 3 c v t- e r e e y l x a v t z io p n x a y l g d x a v t x a @ b x a l s e e l s): y l x a
g
d x a p n c g 3 co l sS g d z i z i y l z i e e h u y l x a z i c g z i z i z i x a h x a z i l mñ h z i p nh q h u x a p n h e e i v x a hoñ p n c g g dñ z i v t h u s p p n c g.
Trang 14C x a l sâ g dF y l z i e e h u o khâ p n c g c g z i x a p n i v x a v thâ z i c g z i x a p n ( l s s p x a v t z i x a y l, v t e e l m s po e r x a y l x a p n g d v t z i l m e e- l s e e e r z i e e l s
Trang 159
Trang 16Dxapnh h z i p nh.‘ Dâp nh c g z i x a p x e e l m l mo v t l m x a h u CO gdxasp g d h uo 3 c 3 c x a 3 c v t z ié h u 3 ch h u x a p n 3 c h u x a
q h u x a v t e r z i p nh s ph x a v t h z i e e p n v t e r z i v th z i e r 3 c h x a m y o khñ p n c g V z i e e 3 c g d x a p nh c g z i x a l mS h z i p nh g d h u s p e e v thq 3 c h z i e e p n v
nh h u h s p 3 c l m x a m y ( l m x a 3 ch z i p n e e yleexaerpnzipncg), 3c3my qhumyévt gdzipnh (gdee3czilsziopn vtereeee), lmhucg pnoeropn
@ b z i z i v to x a p n p n x a m y 3 cñ p n g d x a m y 3 c c g s p z i y lñ h s p 3 c 3 co c g z iâ l m l s x a v t ( l s h u s p e e e r i v z i l s e e g d y l e e x a e r p n z i p n c g).
Trang 17Phâ p n 3 c m y l m ( 3 c y l h u l s v t e e e r z i p n c g7 l s e e c g l m e e p n v t x a v t z io p n): Sx a s p p xé s p 3 c x a 3 c g dñ z i v t h u s p p n c g v th e eo v t z i l m c g 3 c p
nh h u p n c g l sS y l h u s p p n c g i vñ v t e e p n 3 c x a 3 c 3 c h u l m 3 ch h u x a @ b z ié v t v t e r h u l s 3 c L z i s p @ b x a z i v to x a p n s ph x a p n 3 c 3 co p n
g
d h uq 3 c c go z i y l x a h s p 3 c o khf z i p n c g c g z iâ l m l s x a v t ( h u p n l s h u s p e e e r i v z i l s e e g d y l e e x a e r p n z i p n c g)
Trang 1811 ,
Trang 20Cho l mo v t y l h uq 3 c g dâ R = (A1
,A-2-› .9As p Vñ z i 3 c x a 3 c v th h uo 3 c v t z i p nh 3 co l m z ié p n c g z i x a v t e r z i (0,1) i v x a
Trang 21Vzi gdhu: Phxapn vtzi3ch 3co lsvt gdñ ylzieehu @bzipn hxapncg pnhzixapn gdhuq3c vthopncg vtzipn ivee pnhzizipncg
okhxa3ch lmhuxa 3cxa3c lmxavt hxapncg lmxamy vtzipnh 3co okhhumypnh hhuépncg lmhuxa sphâpn lmeelm oké
vtoxapn vteropncg 3chupncg ylxapn lmhuxa gdhuo3c lmo vtxa @bñzi ylhuxavt okévt hzisp pnhhu lsxahu:
Trang 22pnéhu 3chhupncg vthoxa lmâpn 3cxa hxazi pncghuñpncg fzio ho vtero 3cf3c vtziéhu ivxa gd vtzipn 3cxamy 3chu3c
vtziéhu lNhñpncg pncghuñpncg pnxamy vthhu0pncg gdo pncghuozi gdhupncg hoxa3c 3cxa3c 3chhumyépn cgzixa vteropncg
Trang 23lmxahu gdhuo3c vthziévt ylxasp, 3chhupncg 3co vthee gdhuo3c lshu gdhupncg gdee vtxazi vtxao 3cxa3c vtxasp gdzizi ylzieehu gdee
hzieehu
Trang 25kMxapncg pnoeropn g d h uo l s gdopncg cgozi ivlszi pnhzizipncg vthñpncg vtzipn vterq cgzihusp 3chuxa 3cxa3c 3chhumyépn
cgzixa gdxapncg vtzipn eexamy ivxa gdhuq3c ho @bxao gdxalm 3cxa3c lmo hzipnh pnxamy ylxalm ivziee3c vtovt Sxahu okhzih93c, lmxapncg 3co vthee gdhusp3c 3cozi ylxa lmovt 3chhumyépn cgzixa vteropncg ylzipnh ivhu3c vthñpncg vtzipn lmxa pno
Trang 26Ph3pn yloxazi gdhuxa vterépn okziéhu gdG ylzieehu gdhuo3c okhxazi vthxa3c: Co lsvt gdhu ylzieehu qhuxapn hee,
okho gdhu ylzieehu, 3co lsvt gdzizi ylzieehu cgzixao vtxa3c, 3co lsvt gdzizi ylzieehu hhuñpncg gdozi vthu erzicg, eepn lsvt
@bâpn,
Trang 28czizixa vterzi vthhu3c g d x ao 3 c okhxalm sphxa Vxapn gdee lsopncg lsopncg hoxa ivñ sphñpn vtxapn qhuâ vterzipnh
o
khxazi
Trang 30Do z i i vâ z i 3 câ h u hâ z i 1: kM3hu gdxapncg qhuxapn vtâlm pnéhu:Dee hzieehu gdézi ivñzi 3copn pncghuñzi, hspsp
Trang 31th h u0 p n c g o kh l s p n c g v th m y 3 c h z i e e p n g d h uo 3 c i v x a o khf z i p n c g 3 co o kh x a p nâ p n c g g d l s z i i vñ z i e e x a e e h e e v tho p n c g o kh x a z i s
ph x a g d z i z i y l z i e e h u g d e e l s z i p nh e r x a v tñ v t 3 c x a 3 c 3 c x a 3 c l m x a h u 3 co v th e e 3 co, 3 co v th e e v t l s p n v t x a z i Th x a m y 3 cho g d z ié h u
g
do p n c g h u0 z i v t x a v t x a s p v t e r h u p n c g i v x ao l m h u 3 c v t z ié h u v t z i l m o k z ié l m V z i g d h u i vñ z i Kh x a z i s ph x a @ b x a p n c g y l h u x a v t o ké v t
h s p s p, p n c g h u0 z i v t x a l s h u g do c g 3 c x a 3 c g do g do 3 co v th e e g dâ l m @ b x ao o kh x a z i s ph x a v t e r s p p n i v e e p n, 3 co p n c gh z i x a y l x a p
x x a 3 c g d z i p nh v t e r h uñ 3 c p n c g h uñ p n c g g do ho v t e ro i v x a g do v t z i p n 3 c x a m y p nhf z i p nh x a v t v th z i 3 co v th e e v t z i l m g d h uo 3 c.
D z i i vâ z i 3 câ h u hâ z i v th e e 3 He e v thñ p n c g o kh x a z i s ph x a 3 co v th e e 3 ch z i l s z i p nh e r x a 3 c x a 3 c l m3 h u 3 c x a p n q h u x a p n v
t3 l m o kho p n c g? D x a m y 3 ch z i.p nh y l x a, i v x a p n g d e e v to z i h u h u v t e rO p n c g o kh x a z i s ph x a, g d h u y l z i e e h u.V x a p n g d e e p n x a m y y
l x a, v th x a 3 ch
v th e e e e e r x a v t y lñ p n g do z i i vñ z i 3 c x a 3 c p nh x a o kho x a h9 3 c v t e ro p n c g y l z i p nh i v s p 3 c o kh x a z i s ph x a g d z i z i y l z i e e h u.
Trang 32Chhu›o’pncg 2 KHAI PHA DU’ LI§U LUcgT KRT
Trang 3521
Trang 37Shuspsp(X)=
Trang 38Do ho v t e ro 3 c h u x a l mo v t v t x a s p l m h u 3 c 3 c x a 3 c c g z i x a v t e r z i c g z i z i e r x a 0 i v x a 1, f z i 3 c y l x a 0 l s h u s p s p(X)
1 i vñ z i l m s p z i v t x a s p l m h u 3 c X.
Trang 39vtheeo hhuñpncg 3chzixa @bxaer vtoxapn vthxapnh hxazi sphxa 3chu vthee:
Trang 40Ph x a 1.’ Tz i l m v t x a v t 3 c x a 3 c x a 3 c v t x a s p l m h u 3 c s ph l s @ b z ié p n v t z i z i e e p n l sS g d z i z i y l z i e e h u, l N 3 c y l x a v t z i l m v t x a v t 3 c x a 3 c x a 3 c v
t x a s p l m h u 3 c v tho x a l m x a p n l s(X) l m z i p n l s h u s p D x a m y y l x a s ph x a v tf z i p n o kh x a p nh z i e e h u v th l s z i c g z i x a p n 3 c z i z i x a CPU i v x a v