1. Generazione di numeri casuali 1.1 Metodi di generazione

by user

on 06 июля 2016

Category: Documents

>> Downloads: 3

views

Report

Comments

Description

Download 1. Generazione di numeri casuali 1.1 Metodi di generazione

Transcript

1. Generazione di numeri casuali 1.1 Metodi di generazione

!
"$#"
%'&)(+*-,$./,$.10$&32&3465879.:*;28&=<>5@?BA5CD&
EGFIHKJML+NPO8QRL+STSVUDLWYX[ZBUDW\X]_^a`bLc^6XJbdTFe)N9FM`fFM]aFIghTUi`6FYhTjVLlkmhVL+H:]_U:L]aUn]_UDWhVHDLoIUDXjTFe
ZBXSTSTU:L+W\XpZBU:]aN9X`a`6FRZBU;hTjq]aUD]_^aFMWLJbdTFRgFIjTFM`aUjrhTW\FI`6UJIL]_h9L+HDUKhTjTUistX`6W\FIW\FIjm^6F
ZBU:]_^a`6UiSThVUu^6U1jTFIHDHwv UDj^6FI`6xcL+HDHiXzy {V|I}I~!eN9XUDJbd-F JIXjqF]a]aU1]_U:L+W\XUijg`bLZBXZBU-`aUDNT`6XBZBhT`a
`6FhTjVLkmhVL+H:]_U:L]aUKLHu^6`6LZTUD]_^a`6UiSVhToIUDXjTFZBU;NT`aXSVL+SVUiHDUu^cLT e@ZTUD]6J`6F^bL[XJIXjm^aUDjrhVLTOEFIH
]aFIghTUu^6XL+STSVUDLWYX]aFIW\NT`6F ZTL+^aXN>FI`/]6JXjm^6Lc^6X\UiH@sLc^_^6XRZBULxFI`6FfL\jTX]_^a`bL\ZBU:]_N>X]aUu
oMUiXjTFhVjY]aUD]_^aFMWLZTUBgFIjVFI`bL+oIUDXjVF_N>FI`astF^a^aXmTeHDL]aJIUDLjVZBX/N9FM`X Uij\]aX]aN9F]_XhTHi^aFI`6UDX`6U
LNTNT`6X+stXj9ZBUiW\FMj^6UwO
1UDNT`6FIjVZTUDLWYX/X`bLGkmhTF]^6XZBU:]6JX`b]aXVeIXBJMJhTNVLjVZBXBJUrST`6FIxFIW\FIjm^6FZBFMUBWYFI^aXBZBUBJXj
JIhTUrxFIjVgXjVX1NT`aXBZBX^_^6UUrjrhTW\FI`6UmJML]ahVL+HDU9wZTLX`6LUijN9XUm]aX+^a^aXUDjm^aFMjVZBFI`6FIW\XG]aFIW\NT`6Fe
N>FI`G]aFIW\NTHDU:JUi^LT eBH!v L+ggF^a^aUDxXYhTjTUistX`6WYUO
Kv hTjVUDJIXWYXBZBXRUijJIhTU8]aU@NThX X+^a^aFIjVFI`6FfhTjVL]aFMkmhTFMjToMLZBUjrhTW\FI`6U@JIL]_h9L+HDU@JbdTFe
N>FI`ZBFVjVUioMUiXjTFe$jVXjF[
NT`6FIxFMZBUDSTUDHiF[FpkmhTUDjVZBU/jTFINVNThT`6F`aUDNT`6XBZBhVJUDSTUDHiFe-F
kmhTFIHDHDX
ZBUGhV]aL`aFhTjNT`6XrJIFM]6]_X]_^aXBJIL]^6UDJIXkmhVLHiFUiHGWYXcxrUDW\FIjm^aXZBU1hTjZBU:]aJIX`aX^6L+jm^6Fe3UiH
ZBFJILZBUiW\FMj^6X[`6LZBUDXLc^a^aUDxX[ZBU$jrhVJIHiFMUKUDjV]_^6L+SVUiHDUKX[UDH$`6hTW\X`6F\^aFI`6W\UDJIXZBUKhVjPv LNTNVL+
`6FMJMJbdTUDL+^ahT`bLYFIHDF^a^a`6XjTU:JILVOT8LxXHDFZTUPjrhTW\FI`6U@JXm]PJIXW\NTUDHDL+^aFeTgUL\ UijlhV]aXL+gHiU@UijTUDoIU
ZBFMH]aFMJIXHDXVeP]aXjTX[XggU3sLJUDHiW\FMj^6F`aFMN9FM`aUDSTUDHiU!O8GjVJbdTFH!v UDW\NTUDFIgXZBU$hTjstFMjTXW\FIjVX
9]aU:JXlN9FM` gFMjTFI`bL+`6FZTUi`6F^a^6L+W\FMj^6FU$jrhTW\FI`6U$JIL]_hVLHiUnZBUKxXHi^6LUDjxXHi^6LjTFJFM]6]6L+`6U
N>FI`;hTjVL ]aUDWhTH:L+oMUiXjTFjTXjN9XjTF/LHDJIhTjNT`6XSTHDFIWLfZBU>NT`6Uij9JUDNTUiX9ehVjVLfxXHu^bL JbdTFG]aU8F
]aUDJIhT`6UmZBFMHSVhTXjfsthVjToIUDXjVLW\FIjm^aXZBFIgHiUr]^6`ahVWYFMjm^aUmUiW\NTUDFIgmLc^aU!O$jm^a`bL+WSTUkmhTF]^6UW\F
^6XrZTU]aXjTXX`aWLU@N>FI`cXR JXWYNVHiFI^6L+W\FMj^6FL+SVSVL+jVZTXjVL+^aU@N>XU:Jbd-Ff `6U:]_hTHi^6LRJXW\NTHDU:JILc^6X
FfWLJMJbdTUDjTX]aXUDH)HDX`6XYhT^aUDHiUDoIoMX\LHiH!v Uijm^aFM`ajVX\ZTFIUPNT`6Xg`6LW\WYU>N>FI`GJML+H:JXH:Lc^6X`6FO
Kv UDW\NTUiFMgXZBU;^6L+S>FIHDHDFRNT`6FIxFIjm^aUDxcL+W\FIjm^aFJXm]^6`ahTUi^aFNT`6FM]aFIjm^6LpUijBsL+^_^6U;HDX]_xcL+jT
^bL+ggUiXZBU8`6U:JbdTUiFZBFI`6F hTj9Lg`bL+j9ZBFL+`6FMLVeTjTFMHiH:LW\FIW\X`aU:LZBFMHJML+H:JXH:Lc^6X`6FfhB^aUDHDUioMoMLc
^6XVe>FM]6JHDhV]_UDxcL+W\FIjm^6FZBFM]_^aUDjVL+^6LRLJXj^6FIjTFM`aFfhVjVLR]aFMkmhTFMjToMLLSTSVL]^bL+jToLHihVjTgLZVL
N>FI`6W\F^_^6FI`6F L+jVJbdVF/H!v LjVL+HDU:]_UPZBU8]_U:]^6FIW\UPW\XHi^aXJIXW\NTHDFM]6]_U!O
Kv LHu^6`aXW\FI^aXBZBXpF ]^bLc^6XRUDjmxFMJIF]6JIL+`a^6L+^aXN>XU:Jbd-F jVFIHDHDLRNT`6L+^aU:JIL[F UDWYN>X]6]aUiSTUDHDF
JIX]_^a`6hTUi`6FFJXHiHDFIgmL+`6FL+HJIL+H:JXHDL+^aX`aFZBFMU)]_U:]^6FIW\U)JbdTF/]aU:L+jTXLSTSVL]^bL+jToLf`6LNTU:ZBU>ZVL
jTXj `bL+HDHiFMj^bL+`6FnHDLxFIHDXBJUi^L ZTUF]_FJhToMUiXjTFKZBFMUNT`6Xg`6LW\WYU9tXBJIJIX`6`aF$gFIjTFM`6L`aF$LHiW\FI
jTXfkmhVLHDJbdTF1JIFIjm^aUDjVL+UDXZBUTjrhTW\FI`6UTL+HB]aFMJXjVZBXre+]aFIjToLJIXjm^6L`aFN9XUVJbdTF/F- jTFMJIFM]6]aL`aUDX
xFI`6Uu9JML+`6FG]aN9F]a]aXLjVJbdTFGH:LakmhVL+HDUi^L ZBFIUjrhTW\FI`6U)JIL]ahVLHiU>N9FM`-FIxrUu^bL+`6F/JbdTF/UiW\NT`6F
xrU:]^6FL+jVXWL+HDUiFZBFIHDHiF-L+NVNVL+`6FMJMJbdTUDL+^ahT`6FnUDWYNVUiFMgLc^6FLHu^6FI`6UijTXGHiF;JIL+`bLc^a^aFM`aU:]^6UDJbdVFKZBFIHDHDF
]aFMkmhTFMjToIFNT`6XBZBX+^a^aFO
!"#$% Kv hTjVUDJIXWYXBZBXN>FI`GFIHDUiW\UDjVL+`6F^ahB^a^aFYkhVFM]_^aF ZBU &JXHi^Ll
F khVFIHDHiXZBU@sL+`gFIjTFM`6L+
`6FU;jmhVWYFM`aU;JIL]_hVLHiU;ZBUD`aFI^_^6LW\FIjm^aFRLH;JML+H:JXHDL+^aX`6F\W\FMZBU:L+jm^aFL+NTN>X]aUi^aULHigX`6Uu^6W\U
WLc^6FIWLc^6UDJI(U '8HiF]aFMkmhTFMjToIFJIX]n`6UDJMLxL+^aF\xFMjTgXjTXlN9FM`X
ZTFIjTXWYUDjVL+^aF _N9]_FMhVZBXBJIL+
]ahVL+HDU:Te@UDj kmhVLjm^aXVeL+H-JXj^6`6L`aUDXZBU-kmhTFIHDHiF _xFI`bL+W\FIjm^aF[JIL]_hVLHiU!e@F]a]aFRjVXjq]aXHDX
]aXjTXFM]6Lc^_^bL+W\FIjm^6FGNT`6FIxFMZBUDSTUDHiU!eWLN9Xm]a]aXjTXL+jVJbdTFGFM]6]_FM`aF`6UDNT`aXBZBX^_^6FGUDjWL+jTUDFI`bL
U:ZBFIjm^6UDJML/kmhVLj^6FxXHi^aF;]_UrxrhTXHDF-]_FMWYNVHiU:JFMWYFMjm^aF;`aUDN9FI^aFMjVZBXUiHrNT`6XBJFMZTUiW\FIjm^6X/ZBUTJML+Hi
JIXHDXV*O )j9ZBhTSTSTU:L+W\FMj^6FNVh8X ]aFIWST`6L`aFfhVjVLRJIXjm^a`bLZTZTUioMUiXjTF kmhTFIHDHDLZBU3JXj9]_U:ZBFI`bL+`6F
JIXW\F JIL]_hVLHiU8ZBFIU8jmhVWYFM`aU8JbdTF]6L+NTNTU:L+W\X\gUL\ UDjL+jm^aU:JUDN9XRjTXjlFM]6]aFI`6F^6L+HDU!O )H@HDX`6X
hB^6UiHDUDoIoIXRxmUDFIjVFN>FI`cX NTUDFIjVLWYFMjm^aF gUihV]_^aUi9JMLc^aXZTL+H@sLc^_^6XRJbdTFe9]aFJU8N9FMjV]6Lc^aFS9FMjTFe
N>FI` UDH$W\F^6XBZB,
X + .O -/OPjTXj]aXjVXjVFMJF]a]6L+`6UnjrhTW\FI`6UKJbdTF]aXrZVZBUD]_VjTXl^6hB^_^6UKU;J`6Uu^6FI`6U
_stX`6W\LHiU:RZTU$JIL]ahVLHiUi^0L /e)WLRjrhTW\FI`6U$JbdTF\L+STSVUDLjT2
X 1436587
35#53:9<;>=#9<;8?@370B A ZBU$kmhTFIHDHiU
JML]ahVL+HDUwO
C hTFMHiHDXJbdVF/xrUDFIjTFLZBX^_^bLc^aXRF
khVUijVZTU)hTjRNThVj^6XZBUxmU:]_^6LFM]_^a`6FIWL+W\FIjm^6F/NT`bL+g
WLc^6UDJI*X ';jTXjUDW\N9X`_^bL UDH/W\XBZBX Uij JIhTUU/jrhTW\FI`6UaJIL]_h9L+HDUDxFIjTgXjTX gFIjTFM`6L+^aEU D
H!v hVjTUDJIX`6FMkmhTU:]_Ui^aXF]a]aFIjToMUDLHiFF UiH@sLc^a^aXRJbdTFFM]6]_U!e9]aF]aX+^_^6XN>X]_^aUL\xFI`6Ui9JILVeT`aU:]ahTHu^6Uu
jTX[UDjVZBU:]_^aUDjTghTUDSTUDHiU;ZTL[kmhTFIHDHDU _xFI`bL+W\FIjm^aFJML]ahVL+HDU!FO )/xcLj^bL+ggU$ZBUKkmhTF]^6X[W\XrZTX
ZBULgUD`aF]_XjTXFIxrUDZTFIjm^aU!e$]_XNT`bLc^_^6hB^_^6XjVFIgHDU1Lc^a^ahVLHiUJIFIjm^a`6U1ZBUJILHDJIXHDXZBXcxF]aXHDX
XBJIJML]aUiXjVL+HDW\FIjm^aF]aU)FM]aFIghVXjTX\ZBFIHDHDF ]_UDWhTH:L+oMUiXjTEU '
G UjmhVWYFM`aU>NV]aFIhVZTXrJML]ahVL+HDU]_XjTX NT`6XBZBX+^a^aU!erJIXjhVjVLW\UDjTUDW\LXBJIJIhTNVL+oMUiXjTFGZBUW\F
W\X`6UDLVeLZ\hTj9LfxFMHiXBJUi^Lf JbdVFfF ]aX]_^6L+jVoIU:L+HDWYFMjm^aFkmhTFIHDH:L ZBFIHDHDX]^6FM]6]_X JML+H:JXHDL+^aX`6F
hB^aUDHDUioMoMLc^6X\N9FM`HDL\]aUiWhTH:L+oIUDXjVFD
G hTjVL\xXHi^6LYxFM`aUi9JIL+^6LYH:L\HiX`aX_S>Xjm^cL TerF]a]aUPN>X]6]_XjTX\FM]6]_FM`aFUDWYNVUiFMgLc^6UPN>FI`hTj9L
kmhVL+H:]_U:L]aU)]_UDWhVHDLoIUDXjTHF D
G HDL HDX`6Xq`6UiNT`6XBZBhVJIUiSTUDHDUu^cL ZBUDxFMjm^6L WYXHu^6X hT^aUDHiFkmhVL+jVZTX XBJIJIX`6`aFp^a`6XcxcL+`6FpZBFIgHiU
FI`6`aX`aU8L+HDHwv Uijm^6FI`6jTXRZBU3hTjNV`aXg`bL+W\WLTeTXN9FM`6LoIUDXjTF UDjpJIhTUF W\XHi^aXR]aN>FM]6]_XJXjT
xFMjTUiFMjm^aF`aUDN>F^aFM`aFhTjNT`6XBJFMZTUiW\FIjm^6XhB^6UiHDUDoIoMLjVZBX\gHDUP]_^aFM]6]aU)jmhVWYFM`aUPJML]ahVL+HDUgUL
UiW\NTUDFIgmLc^6U)UijlNT`6FMJIFMZBFMjToMLVO
$" #JI K\&n28&3465@(+*n4.G,$.f2$AML&n4b.ON8?&3A,n*-<>5@?TA85C:.
)H-NT`6UiW\XL+HDgX`6Ui^aW\XpZBU-gFMjTFI`bL+oMUiXjTFNV]aFIhVZTXrJML]ahVL+HDFeNT`6XN>X]_^aXpZVL2P9O8xXjqEGFIhB
WL+jVjlLHiH:LVjTF ZBFMgHDUPL+jTjTUKv Qm{xFMZTFI`6F\y {c~e)F jTX+^6XJXjUDH)jTXW\F ZBU)W\F^6XBZBXZBFIH
aWYFZBUDXkmhVLZB`bLc^aXmS RT?@UHU013V
5WX B ;>3OR637JY=UIeN9FM`$UDHBsLc^a^aX JbdTF-XgjTUBjrhTW\FI`6XxmUDFIjVF
gFIjTFM`6L+^aXFMHiFMxLjVZBXL+H3kh9LZB`bLc^6XUiH3NT`6FMZTFMJF]a]aX`6F FNT`aFMjVZBFMjVZBXRHDF\JUist`aF\ZBUWYFMoIoMX
ZBFMH@`6UD]ahTHi^6L+^aXV<O ZrFJIXjV]aUDZTFI`6UDLWYX9eTLZlF]_FMWYNVUiX9eTjrhTW\FI`6U8ZB[U QRJUist`aFF NVL+`a^aU:L+W\XJXj
\]O^`_a Q bVerX+^_^6FIjTU:L+W\X '
\ ] ^
_a Qb
\]c ^`d deHa bQ
\ / ^
dea
\c/ ^ { _ Q QH{ b } a
Q Q{ b
\ c ^
\c ^gfff
c
hMijkmlonqp0j rHl%sqpqt.u#t.vpHlxwyjzml%wyjzmt.{8jw|l%p}zmlFkmt.~vkmvmjrHtF({8jnqj.tzj l 4kSjJ j.zkmvnHp v
rHt|{#t..lMl{#vw l%mjrHt0nqjpzmv vmjl%wOHkSjkmlMj kmt.wyj}t.
zSj
l%kSju%tvpqlMw|vzmv t
ny
lpqvpt.l%zml{#vp}}t.pzmtrt<nHl#
zmvH{#vpqnqzSjzml Hq*#H#J
48
!q !$
}"#$%} d
N>X]6]_UDSTUDHiF ZTUiW\X]_^a`bL+`6FJbdTFeG]aF \ ] xmUDFIjVF XNTN>X`a^ahVjVL+W\FIjm^6F]6JFMHu^6XVeUjmhVWYFM`aU
\ / | \ c | fff |$X^_^aFMjrhB^aU`6UDN9FI^aFIj9ZBXUij]ahVJIJIFM]6]_UDXjTF[kmhTF]^bLNV`aXBJFZBhT`bL wJbdTF[xFMjTgX
jTXN>XU1`6UiN>X`a^6L+^aU;jTFIHDHwv UDj^6FI`6xcL+HDHiXzy {V|I}I~1L+^_^6`6LxFI`b]_X[H:LZTUixrU:]_UDXjTFN>FI`l}M{dVL+jTjVX
ZBFMHiHDFfNT`6XNT`6UDF^L W\XHi^aX]aUiW\UDHiU@L\kmhTFMHiHDU@ZBFMHiHDF ]_FkmhTFIjToMFl_xFM`6LW\FIjm^aFJIL]_h9L+HDUwO
L kmhTFM]_^aXNT`aUDW\X FM]aFIW\NTUDX]aUDLW\X gULf
UDjg`bLZBXfZBU>jTX^6L+`6FGZBhVF/JIL`6L+^_^6FI`6UD]_^aU:JbdTF
JbdTFf]aXjTXJIXWhVjTUPL^ahB^a^aU@U@gFIjVFI`bLc^aX`aUZBUPjrhTW\FM`aU)NV]aFIh9ZBXBJIL]ahVLHiUE'
G XgjTU)jrhTW\FI`6XYxrUDFIjTFf`6U:JILxcLc^6XYUDjlSVL]aFfLkmhTFIHDHiX\NT`6FMJIFMZBFMjm^aFtX9eVJXW\FxFMZB`6FIW\X9e
LZ LHDJIhTjTUZBFIUNT`6FMJIFMZBFMj^6U: 'KN>FI`lkmhTFM]_^aX9e;]aFhTjTXkmhVL+H:]_U:L]aU/ZTU/F]a]aU/`6U:L+NTNVL`aFe
Hwv UDj^6FI`bL ]aFMkmhTFIjVoML xrUDFIjTFUDZBFMjm^aU:JIL+W\FMj^6Fp`6UiN>F^6hB^6LVO /gjTU/LHigX`6Uu^6W\XzFp
N>FI`bJUX
JIL`6L+^_^aFM`aUDoIoLc^6XZTLhTj JFM`_^6XN>FI`6UDXrZTXVePH:LJhVU$HihVjTgdTFMoIoL[ZBUiN>FIj9ZBFLjVJbdTFZTLHiH:L
NT`6FMJU:]aUiXjTFfZBFIH)NVL`_^6UDJIXH:L+`6FJML+H:JXHDL+^aX`6FGUDW\NTUDFIgL+^aX9O
G ]_FMW\NT`aFN9FM`8UDHmWYX^aUDxX]_XNT`6LFM]aN9Xm]^6XVeIUDHrg`bLZBXZTUrJIX`6`aFMHDLoIUDXjTF3^6`6LUmxcL`aUjmhVWYFM`aU
gFMjTFI`bLc^6U;jVXj Fl
W\LUJXWYNVHiFI^6L+W\FMj^6FjrhTHDHD*X '$]aFhVjjrhTW\FM`a
X fdVLhTjxcL+HDX`6F
_xrU:JUDjTXLZhTjL+Hi^a`6XljmhVWYFM`a
X `6UDJMLxL+^aXUijNT`6FMJIFMZBFMjToMLVePL+HDHiX`6LL+jVJbdV
F /
]aL`L hTghVL+HDW\FIjm^aFl_xrU:JUDjTXY
L / O
)H$W\FI^aXBZBXZBFMH$W\FMZBUDX[kh9LZB`bLc^6XF
]_^6L+^aXlN9FM`X[
S>FIjNT`6FM]_^aX[LSTSVL+j9ZBXjVL+^aXN9XUDJbd-F
NT`6FM]aFIjm^bLZBUDxFM`6]aU)g`bLxrU>ZTUustFI^_^aU!O98LWLggUDX`-NVL`_^6FZTFIUPgFIjTFM`6L+^aX`6U>XggUUiW\NTUDFIgmLc^aU
]aU1SVL]6LUijrxFJFl]_hVH1WYFI^aXBZBX=aJIXjTg`ahVFIjToMUDLHiF #=};8X*3*7E? B 1R 37 Y*=UMO Lc^6U-^a`6F
jrhTW\FI`6UPUDjm^aFI`6UPN>X]aUu^6UixrU JbdTFfxrUDFIjTF JbdVUDLW\L+^aXW\XBZBhTHDXme Uij9J`6FIW\FIjm^aXr;FMZ \ ]
xLHiX`aFKUijTUDoIU:L+HDFK FZ \*] ]_XjTXGJIXW\NT`6FM]aU+^a`bLG{FMZ }eUjrhTW\FI`6UmNV]_FMhVZBXBJIL]_h9L+HDU
]aXjTX\NT`6XBZBX+^a^aU)W\FMZTUDLj^6FHDLYstX`aWhTHDL*'
\ ^
\ /
W\Xr!
Z }Oi}
^
\ #" |
UDj[JhTU \ 3`6LNTNT`6FM]aFIjm^6LUDHP`aF]^6XZBFIHDHDL\ZBUDxrUD]aUDXjTFfZBUK$ \ / ;N9FM` O
ZrFeGLZ=F]_FMW\NTUiX9eG]6JFIgHiU:L+W\X '% ^ _ e \ ] ^ } F&
Z ^ a QVeH:L]_FkmhTFIjToL
NV]aFIh9ZBXBJIL]ahVLHiFZBUDxFIjm^bL '
}| _ | _ | a }S| Q e | _}d | e >| Q _ | dd | d Qm| _ Qm| e |M}Qr| }| fff
}O
@F/NT`6XNV`aUDF^cL ZBUPkmhTF]^6X^6UiN>XZBUgFIjVFI`bLc^aX`aU!erJbdTFZTUiN>FIjVZTXjTX\kmhVL]aUFM]6JHDhV]_UDxcL+W\FIjT
^6F ZTL+HsL+^_^aX`a'F >eV]aXjTXYS9FMj[JXjVX]6JUDhB^aFFMZUDjNVL`_^6UDJIXH:L+`6FFf ]_^6L+^aX]aJIXN>FI`a^aX\JbdTFUiH
HDX`6XNT`6UDjVJUDNVL+HDF/ZTUustFI^_^aX\`6UD]aUDFMZBFUijhTjVLstX`a^aFJX`a`6FIH:L+oMUiXjTFWhVHu^6UDZBUDW\FIjV]aUDXjVLHiF/^a`bL
U8xL`aU8jrhTW\FI`6U@gFMjTFI`bLc^6UK_yi}M{+~O C hTF]^6XRJIL+^_^6UixXJXW\N>X`a^6LWYFMjm^aXNTh8XR FM]6]_FM`aF^6hB^_
^bLxmU:LFIxrUi^6L+^aXJIXWSVUijVLjVZBXfNTU_h gFIjTFM`6L+^aX`6UTJXjTg`6hTFMjToIU:L+HDUVL+HDH!v UDjm^aFI`6jTX ZBFMHiHDX]_^aF]a]aX
LHigX`6Uu^6WYXl_yi} _ ~O
-XjUiH>NVL]6]6L+`6FZBFIgHiUL+jTjVUwem]_XjTX]_^6Lc^6FGxrU:LfxrUDL ]axrUiHDhTNTN9Lc^aFZBUDxFI`b]aFGL+Hi^a`6FGJH:L]6]aU
ZBU1gFIjTFM`6L+^aX`aU;JIL]ahVLHiU-FMZ hTjVL`bL]6]_FMgjVLJIXW\NTHDF^bLZTFIU-xcL+`6U-LHigX`6Uu^6W\U;NV`aXN9Xm]^6U
FY `6UiN>X`a^6L+^6LUijzy _ en}}+en} QTe$} bTen}QM~O )jkmhTF]^bLRjVX]_^a`bLRST`6FIxFYJML+`6`aFMHiH:Lc^bLRJIUu^6FI`6FIW\X
]aXHDXpU1JXm]_U:ZTZBFI^_^6UYagFMjTFI`bLc^6X`6UKZBU (UiS>XjVLJIJIUDJbdTF`bL+NVNT`aF]_FMjm^6L+jVXHDLpNTU_hq
xcL+HDUDZVL
LHu^6FI`6jVLc^6UixcLLkmhTFIHDHiUJXjTg`6hTFMjToIU:L+HDUwOmK]6]_U!erL+jVLHiXgL+W\FMj^6FL+HDHDL sL+W\X]6L ]aFI`6UiF/UijJhTU
XgjTUmFIHDFIW\FIjm^6XF HDL/]_XW\W\L/ZBFIUBZBhVF;NV`aFJFMZTFIjm^aU!e]aXjVXGFM]6]aFIjToMUDLHiW\FIjm^6FKSVL]aL+^aUr]_hTHDH:L
stX`aWhTHD*L '
W\Xr
Z }O d
\ ^`\ *)%+ \ -,
Q
!"#$% UDj JIhTU F]aXjTXjrhTW\FI`6U;UDjm^aFM`aU-W\UijVX`6U;ZBUfF + `bL+NTNT`6FM]aFIjm^bL[hTjPv XN>FI`bL+oMUiXjTF
L`aUi^aW\F^6UDJMLRXSTUDjVL+`6U:LRJXW\Fe)LZpFM]aFIW\NTUDXVe)kmhTFIHDHDLZBUGFM]6JHDhV]aUixXwLZTZBUDoIUDXjVF
]aFIjToL`aUDN9X`_^6XmOF)jNVL+`a^aU:JXHDL`aFYXBJIJX`a`6F]_FMgjVLHDL`aFYhTjVLlxcL`aU:L+jm^aFZBUkhVFM]_^aXl^aUDN>X
ZBUKgFIjVFI`bLc^aX`aUNT`6XN>X]_^6LUijzyi} a ~KFJbdTFlFY `6FIN>FI`6UiSTUDHDFYjVFIHDHDLHDUiST`6FI`6U:LZBUKNT`aXg`bL+W\W\U
ZBFMH -;KE JXjpUDHjVXW\FYZTU$GE/ ayu} ~FO +[FIjm^6`aFYHDLS>Xjm^L
ZBUnhTjkmhVLHD]aU:L]aU
LHu^6`aXpLHigX`6Uu^6W\XFR
]aXNT`bLc^a^ahB^a^aXSVL]aL+^6LlFMWYNVUi`6UDJML+W\FIjm^6FR]_hVHiH!v L]a]aFIjVoML[XW\FMjTXZBU
JIXjm^a`6XrFM]aFIW\NTU!e9UDjkmhTF]^6XJIL]_XHiFYSThTXjTFNV`aXNT`aUDF^cLR JML]ahVL+HDU8ZBFMH3gFIjVFI`bLc^aX`aF]_XjTX
]_^6L+^aFfZBUDWYXm]^6`6L+^aFN>FI`H:LYNT`aUDWLYxXHi^6LYWLc^6FIWLc^6UDJML+W\FIjm^6F6LNV`aUDX`6UDVO
8LfHiUDST`6FI`6UDT
L Z*- )@ qX >`6FGH:Lf`6XhB^6UijTF emJbdVFF hVjRL &ZTLSTUiHDFgFIjTFM`6L+^aX`6F
ZBU)jrhTW\FM`aUJIL]_hVLHiU!O GUUDjmxrUi^aU:L+W\X\LHDFIggFI`6FGL+^_^aFMjm^6L+W\FMj^6F/H:LYZBXBJhTW\FIjm^bL+oIUDXjVF/UDj
HDUijVFMLlZBUKkmhTF]^bL`6XhT^aUDjTF\FMZLxFI`6Ui9JIL`ajTFHiFNV`aF]^bL+oIUDXjVU3JIXjkmhVL+H:JhTjVXlZTFIUn^6FM]_^
ZBF]aJI`aUi^_^6U@kmhTU!O
/UTZBXSTSVUDLWYX/UijTVjTF1]_FMgjVLHDL`aF;JbdTFec]aXNT`bLc^a^ahB^a^aXN9FM`3UiHTJML+H:JXHDX/ZTFIgHDUrUijm^6FIg`bL+HDU!e
F LSTSVL]^bL+jToLYZTU hV]aXHwv hV]aXRZBFMU8JXm]_U:ZTZBFI^_^6U@jrhTW\FI`6UG6kh9L]aUuJIL]_hVLHiU:TOB]a]aUPxFMjTgX
jTXgFMjTFI`bLc^6UKZTLNV`aXBJFZBUDWYFMjm^aU;UijqJIhTU-]_UW\Ljm^aUDFIjTFJFI`a^aXpg`bLZBXZBU-JX`a`6FIH:L+oMUiXjTF
jTFMHiHDF/]aFMkmhTFMjToIFGgFIjVFI`bLc^aF1UDjRJML+WSVUiX ZBU>hTjVL HiX`aX WLggUDX`6F-hTjTUistX`6W\Uu^cLT eNV`aXNT`aUDF^cL
JbdTF JIXjm^a`6UDSThTU:]aJIFLZlL+hTW\FIjm^bL+`6FH:L\NT`6FMJIUD]aUiXjTFf]_hVHP`aU:]ahTHu^bLc^6XVO ZrF ]aUDF^aFfUDjm^aFM`aF]a]6Lc^6U
LZhVHu^6FI`6UiX`aU@LNTNT`6X+stXjVZBUDWYFMjm^aU@ZBU8khVFM]_^aXUDj^6FI`6FM]6]aLjm^aFfL+`6gXWYFMjm^aXVeTJIXjV]ahTHi^6L+^aFfHDF
`6FstFM`aFMjToIFyi}+e e a e>Qm*e bTe e e)}{BeP} d eP} bBe@}QM~O
"$#
*;2@(r46*KCC:./?+(+5@(.:?+(.<.
3XUDJbd-F eTJXW\FL+SVSTUDLW\XL+NTN>FIjVLRxrUD]_^aX9e@F
]_^6L+^aX9jTX`bL\^a`6XcxcLc^6X]_XHDLWYFMjm^aF hTjL+Hi
gX`6Uu^6WYXlNV]aFIh9ZBXBJIL]ahVLHiF\]_U:JhV`6LWYFMjm^aF_SThVXjTXme@xmUK`6LJIJXWL+jVZBU:L+W\XxmUDxcL+W\FIjm^6F
ZBU8]_FMghTUD`aFUDH@]_FMghTFMjm^aFfJXjV]_UDgHDUDXYZBU O O jrhB^6dayu} Q+~t8 '
* X R 3;8? B 85 X B 1.? <= UH=!;>3"#"#3;>=35%53;>3q3 3; B 7(?oR 3%U}? B 7
3X B 1 H=};8? 7(V
R6= 5% 31.7= B B 5=$
-XWYF=a`aFMgXH:L jrhTW\FM`aXhTjTXm xrUf`bLJMJXWLjVZBU:L+W\XqjVL+^ahT`bL+HDW\FIjm^aFH!v UDW\NTUDFIgXZBU
/EG%enZBU &' XpZTUhTjVXpZBFIgHiU-L+Hi^a`6UKgFIjTFM`6L+^aX`aU$JbdTF]_XjTX[gUL
]_^6L+^aU-]_hBs
9JIUiFMjm^aFIW\FMj^6F1xFM`aUi9JIL+^aUBFZ\hB^aUDHiUDoIoLc^6UVJXj\]ahVJMJFM]6]aXVOc@hT^_^6LxrU:LXBJIJX`a`6F;jTX+^bL+`6F-JbdVF
kmhVLjVZBXlhTjTX]_^aF]a]aXLHigX`6Uu^6W\XxrUDFIjTFUDW\NTHiFMW\FIjm^6L+^aX]ahJML+H:JXH:Lc^6X`6UnZBUFI`6FIjm^6UK]_U
X^_^aFMjTgXjTXkmhVL]aU]aFIW\NT`6FRZBFMHiHDF]aFMkmhTFMjToIFZBU FI`6FIjm^6Uwe3]_XNT`bLc^_^6hB^_^6XpLJML+hV]6L[ZBFIHDH:L
ZBUDxFM`6]6LNT`aFJU:]_UDXjVFZTFIHDHiFWLJMJbdTUijVFhT^aUDHiUDoIoLc^aFO
GjVLNT`6FMJILhToIUDXjVF-JbdVF;xrU>JXj9]_UDgHDUDLW\XkmhTUDjVZBU>ZBUTNT`6FIjVZTFI`6F-kmhVLjVZBX ZBXcxF^6F;N>FI`
H:LNT`6UDW\LpxXHu^bL[hB^aUDHDUioMoML+`6FRhVjqkmhVL+H:]_U:L]aUKgFIjTFM`6L+^aX`aFXHi^a`6FLZ FM]6]_FM`aFR]aU:JhT`6U;JbdVF
UDH$]_hVXN>FI`6UiXBZBXl]aUDLL+STS9L]_^6L+jVoMLHDhTjTgXN>FI`fH:L]_UDWhTH:L+oMUiXjTFYNT`aFMxrUD]_^6Lm FY kmhTFIHDHDLlZBU
xFI`6Uu9JML+`6FFIW\NTUD`6UDJML+W\FIjm^aF/HDLYJIL]_h9L+HDUu^cL ZBFIUjrhTW\FI`6UNT`6XrZTX+^_^6UN9FM`FMxmUi^6L`aFemJIXW\FF
NThV`_^6`aXNTN9XgULG LJIJMLZBhB^6X/ZBUDxFM`6]aF;xXHi^aFeZTFIgHDUrFI`6`aX`aUmjTFMUm`6U:]_hTHi^6L+^aUmVjVLHiUTJML+hV]6Lc^6UmZVL
JIX`6`aFMHDLoIUDXjTUV^a`6XNTN>X\UiW\N>X`a^6L+jm^6U9^6`6LU)jrhTW\FI`6U)gFMjTFI`bLc^6UwO j^aF]^1W\XHi^aX\]aFIW\NTHDUDJIF
F eN>FI`-F]_FMWYNVUiX9erkmhTFMHiHDX\ZBU)JXjm^6`aXHiH:L+`6FGJbdTFHDLW\FMZBU:LYZB)U (jrhTW\FI`6UNV]_FMhVZBXBJIL]_h9L+HDU
]aUDLVeTFIjm^6`aXgHiUPFM`a`6X`6UP]_^6Lc^6UD]_^aU:JU!e9]aFIW\NT`6FfhTghVL+HDF L{TO _ *O +pLTeVN>XU:Jbd-F eTJXWYFF sLJUDHDF
UDjm^ahTUD`aFexrUVF3 hTjfjrhTW\FM`aX1UDjBVjTUi^aX/ZBU+sthTjVoIUDXjTU+hT^aUDHiUDoIoL+STUDHiU!eIjVXj ]aU+NTh8X1 WL+UUijfkmhTF]^6X
W\XBZBX[xFM`aUi9JML+`6FJXj L]6]_XHihB^bLJIFI`a^aFMoIoMLlJbdTF\hTj gFIjTFM`6L+^aX`aFY]_U:LlJXW\NTHDF^bL+W\FIjm^6F

*H8> $E8S $(S "
_
]aUDJIhT`6XFZL}&ZTL+STUDHDFe@LjVJbdTF]_FlFY N>X]6]_UDSTUDHiFZBFIVjTUD`aF\hTjjrhTW\FI`6XlW\UijTUDW\XZBUn^6FM]_^
JbdTF^ahT^_^aUVUaSThTXjTUDL+HDgX`aUi^aW\UrZBFIxXjTX]_hVN9FM`6L`aFO )jlyu} Qc~BN9X^aFI^aF;^a`6XcxcL+`6FKhTjFIHDFIjVJIX
JIXW\NTHDF^aX/ZBU+^6hB^_^6UU^aFM]_^JbdVFnxFIjVgXjVXZBU]aXHDUu^6X1hB^aUDHDUioMoMLc^6UN>FI`8xFM`aUi9JIL`aF3H:L\_S>Xjm^L
ZBFMU)gFMjTFI`bLc^6X`6U9NV]aFIh9ZBXBJIL]ahVLHiU!OB@`bLkmhTFMHiHDUPZBU)hV]aXYNTU_h st`6FMkmhTFIjm^6FxrUP]aFIgjVL+HDUDLW\*X '
L@F]^ZBU@FMkmhTU:ZBUD]_^a`6UDSThToIUDXjVF\XZBU)st`6FMkmhTFMjToMLm N>FI`xFM`aUi9JIL`aFH:L`aFL+HDFhVjTUustX`_
W\Uu^cL
ZTFIU$jrhTW\FI`6UngFMjTFI`bLc^6UwO)]a]aUnxFMjTgXjTXZBU:]aN9Xm]^6U$UijhTjU:]^6Xg`bL+W\WLRZTU JILjVL+HDU9FeBJXjUWYFI^aXBZBUPJbdTFxrU)L+STSTU:L+W\XYL+W\NTU:L+W\FIjm^aF]aNTUiFMgL+^aXjVFIH)JILNPO a eB]_U
JXj^6`aXHiH:LG]aF;HiXf]aN9FI^_^a`6XJX]mX+^a^aFIjrhB^6XNT`aXcxrUDFIjTFXWYFMjTXZTLhTjVLZBUD]_^a`6UDSThToIUDXjVF
hTjTUistX`6W\FO
ZBFIHDH:L
S9@F]^]aFI`6UDLHiF 'PgFMjTFI`bL+HDUioMoMLUiH$^aFM]_^NT`6FMJIFMZBFMjm^aF\xFM`aUi9JILjVZBXHwv hTjTUistX`6W\Uu^cL[
ZBU:]^6`aUDSThToMUiXjTFZBUnJIXNTNTUDF\ZBU3jmhVWYFM`aUnJML]ahVL+HDUwOK]6]aFxFMjTgXjTXRZBU:]aN9Xm]^6FUDjphTj9L
WLc^a`6U:JFSTU:ZBUDWYFMjV]aUiXjVL+HDFZBU/ TFMHiFMWYFMjm^aUKF]aUJIXjm^a`6XHDH:L]aFUDj^ahB^a^aUKgHiU
FIHDFIW\FIjm^6U)xmU$F HiX]_^aFM]6]aXjrhTW\FI`6XZBU@JIXNTNTUDFO
JM@F]^ZBFMHPN>X FM` D)N>FI` ]6JXNT`aUD`6FFIxFIjm^ah9L+HDU3JIX`6`aFMHDLoIUDXjTUWhVHu^6UDZBUDW\FIjV]aUDXjVLHiU!O )j
kmhTFM]_^aX JIL]_X]aUGJXjV]_U:ZBFM`6LjTXpg`ahTNVNTUJXjV]_FJhB^6UixrUGZTU _ jmhVWYFM`aUJML]ahVL+HDU-F]_U
ZBF^6FI`6W\UijVLkmhVLjm^aU@jrhTW\FM`aU8hTghVLHiU]_U@^a`6XcxcL+jTXL+HDH!v UDjm^aFI`6jTXZBU8XgjTU8kmhTUDjm^ahTNTH:LTe
]_FJXjVZBXhTjTX]aJbdTFMWL]aUDWYUDHDFlLkmhTFIHDHDXZTFIH1gUDXBJXZBFIH1N>X FI`O$@LNT`6XSVLSTUiHDUi
^Ll
ZBFMHiHDFZBUixFI`b]_F\JXjBVghT`6LoIUDXjTUxrUiFMjTF\N9XUnNVL+`bL+gXjVL+^6LJIXjkmhTFIHDHDLNT`6FIxrU:]^bL
jTFIHJIL]_XqZTUGhTjVL ZBU:]^6`aUDSThToMUiXjTFpZBU/jmhVWYFM`aUNThT`bL+W\FMj^6FJIL]_hVLHiFeJbdTFpxmUDFIjVF
sLJIUiHDW\FIjm^aF`6UDJMLxL+^6LNVL+`a^aFMjVZBXZTLHiH:L\ZBUD]_^a`6UDSThToIUDXjVFSVUijTXW\UDLHiFO
ZV@F]^ZBFMH B 9 O Lc^bLfhTjVL ]aFMkmhTFMjToMLZBU9UDjm^aFM`aU!e]aU9ZBFIVjTU:]aJIF B 9\HDL ZTUD]_^6LjToML JbdVF
]_FMNVL+`bL jrhTW\FM`aUmhTgh9L+HDUwOEFMHmJML]aXGZBUrhTjVL/]_hVJMJF]a]aUiXjTFKJML]ahVL+HDFeMHDLGNT`aXSVL+SVUiHDUu^cL
ZBU3LxFI`6FfhTj B 9[ZBUHDhTjTgdVFIoIo
L F ZVLc^6LZTLhVjVLRZBU:]_^a`6UiSThVoIUDXjTFZTU8^6UiN>XRgFIX
W\F^a`6U:JXtxFZBFI`6FYFMk>O d O Q+OPjVJbdTF\UDj khVFM]_^aXlJIL]aXVehTj9LZTFIxrUDLoIUDXjTFY`6UD]aN9FI^_^6X
L+HDHiF\NT`6FIxrU:]_UDXjVUnUijVZTUDJMLH:LNT`6FM]aFIjToLZTU$hTjVLlJX`a`6FIH:L+oMUiXjTFWhTHi^aU:ZBUiW\FMjV]_UDXj9L+HDF
jTFIU)jrhTW\FM`aUPgFIjTFM`6L+^aU!O
a
!

}O+ O
;FI`6STHDUijTgFI`3L+jVZ -/OZBJbdTHDUDFI`O+[Xjm^aF1JML+`6HiX/Uijm^aFMg`bLc^6UiXj1Ui^ad\kh9L]aUu`6LjVZBXW
jrhTWS>FI`b]'B]aXW\FF
BN9FM`aUDFIj9JFOM=R 9<X 73;MY58?85M=RRX *? B 7E?@=*5be aa 'D} _ Q
} aHa e} eHe }O
O + O ;FI`6STHDUijTgFI`T
e -dPO ZBJbdTHDUDFI`eL+jVZ OFIU:]a]MO +[Xjm^6FzJML+`6HiXUDj^6FIg`6L+^aUDXj
1Uu^6d kmhVL]aUu`bL+jVZBXWjrhTWS>FI`b
] 'P
F BN>FI`6UiFMjVJF1Ui^adqZTUD]6JXj^6UijrhTXhV]UDj^6FIg`6LjVZT]MO
M=R 9<X 73;MY58?85M=RRX *? B 7E?@=*5be ee 'i} _ } } a eT} ee QBO
O YO P9*O -dVL+Ui^aUDjPMO -;L]ahVL+HDUi^L FfZBUDW\X]_^a`bL+oMUiXjTFGWLc^6FIWLc^6UDJMLTO 3 ?@33Ie b _ ' d { d dH_ er]aF^a^aFMWST`6F} e Q _ O
QVO1 HO -XWYN9L+gjVFI`*O GFIVjTUi^aUDXjV]nXs9`bL+jVZTXW\jTFM]6]M!O :R63;8? B #"0=}X ; B 1*=%$&MY58?85e
_}e ' Q+{{ VQc{ _ eT} ee }O
O YO Z)O (U:]_dVW\LjP(
O ' = *73) B ;81=*M=-#3
97@5,+:1 H=};8? 7 Y R5,+ B <U-99<1? B 7(?@= 5O
_ ZrNT`6UijVgFI`a nFI`6HDLgVerE.F 0/$X` e)} eHea O
O PVO + O 1GLW\WYFM`6]aHD.F 2 L+j9Z O -/3
O 1/L+jVZV]aJIXWS@O ' = *734 B ;81=4',37JY=U5O
a -dVL+NVW\LjLjV5
Z 1GL+HDH!eVPXjVZBXj@e)} ea QVO
QrO PVO 1 6O 1XrXgHDLjVZL+jVZfO HiFMUD]6]MO /UD]6J`6FINVLjV
J 2mSVL]aFMZ FM]_^aUDWLc^6FM]stX`RkmhVL]aUi
W\Xjm^aFJIL+`6HDX[UwO3gFMjTFI`bL+H$stX`6W\LHiU:]aW0
O M=R 9<X 73;MY58?57M=RRTX ? B 7E?@=5e
e b*'i}}} } QreT} eea O
bT
O PVO 1 8
O 1GXrXgH:L+j9Z L+j9Z fO HDFIU:]6]IO GU:]aJI`aFMNVL+j9
J 2m!S9L]aFMZ F]^6UiWLc^6FM] stX`
kmhVL]aUuW\Xjm^aF JML+`6HiX UiU!OR`6FM]ahTHi^6]UDj XjTF'ZTUiW\FIj9]_UDXjPO =}R9X 7
3;9MY58?5
M=RRTX ? B 7(?@= 5e e b'D} b:>} da e9} eHea O
O PVO 1 6O 1XrXgHDLjVZL+jVZfO HiFMUD]6]MO /UD]6J`6FINVLjV
J 2mSVL]aFMZ FM]_^aUDWLc^6FM]stX`RkmhVL]aUi
e W\Xjm^aFfJIL`aHDXUDUDUwOTFM`a`6X`-ZBU:]^6`aUDSThB^6UiXjV]1L+j9ZJIFIjm^a`bL+HHDUiW\Ui^6]MO M=}R9X 7
3;MY58?5
M=RRTX ? B 7(?@= 5eP}{T
} ' } d {TeV} ee QrO
}{TO (;O PmL+W\FM]MO +[Xjm^aFJIL`aHDX ^adVFIX;` 2zL+jVZ NT`6LJ^6UDJIF=
O <:3
9*=;87(52=9;%=;>35%52? MY58?5*
e Q d 'i}} Q _ >}} b e eB} e b{VO
}}O (;O PmL+W\FM]MO `6FIxrUD.F X+sNV]aFIhVZTX`bL+jVZBXW jrhTWS9FM`gFMjTFI`bLc^6X`b]I>
O M=}R9X 7
3;
MY58?5M=RRTX ? B 7(?@= 5e a { ' d e d QQVe9} eHe {TO
} O (;MO PLWYF]IOL+jVHih 'K stX`_^6`6LjqUDWYNVHiFMWYFMjm^6Lc^6UiXj XsG^6dTF[dTUDgdBkmhVL+HDUu%^ 2 `bL+jT
ZBXW jrhTWS9FM`fgFMjTFI`bLc^6X`GXs%H hV? ]6JbdTFI`@
O M=R 9<X 73;MY58?85AM=RRTX ? B 7E?@=5e
Q e 'i}}} }} QVeT} ee Q9O
} d O (;O PmL+W\F]Ie PVO 1 O 1GXrXgH:L+j9Z)e;LjVZ O HDFIU:]6]IO +[hTHi^aU:ZBUDW\FIjV]aUiXjVL+H ]6L+W\NTHDUDjTg
stX`]_UDWhTH:Lc^6UiXjfL+jVZfUDjm^aFMg`bLc^aUDXj 'W\FML]ahT`6FM]Me ZTUD]6J`6FINVLjVJUDFM]MeL+j9Zfkh9L]aUu`6LjVZBXW
]aLW\NTHiUDjTg9O M=}R9X 7
3;MY58?5M=RRTX ? B 7(?@= 5e eHe 'D} b{ H {VeT} eHe QrO
b
}QVOO O jrhB^adPOY3:;87=%$M=}R9X 7
3; ;%=; B RR? eVxXHihVWYF '<ZrFMW\UijrhTW\F
`aU:JILHGHigX`6Uu^6dTW]Ie3JbdVL+NT^aFI` OGZTZBU:]aXjB F]_HDF.2eFMLZTUijTg9e]aFMJIXjVZ FMZBUi^aUDXjPe
} e bT}O
} _ O 3O+H!v Jh 2FI`O9 &JIUiFMj^KLjVZ\N>X`a^6L+SVHiFJIXWSVUijTFZY`6LjVZBXW jrhTWS>FI`$gFIjTFM`6L+^aX`6]MO
M=RRTX ? B 7(?@= 5=%$y7 Y*3 '[e d H
} ' Q Q TQQ QVeT} e bHbTO
} a O + O[PhTF]aJbdVFI`O N>X`a^6L+SVHiF dTUDgdBkmhVL+HDUu%^ 2 `bL+jVZTXW jrhTWS>FI`=gFMjTFI`bLc^6X`O
M=R 9<X 73;MY58?85M=RRX *? B 7E?@=*5be)Q e 'i}{
{ }}{TeT} ee Q9O
}cQrO O 1O $`6FM]6]Me O 3O (HDLjTjTFI;` 2e Z)O O@@FMh XHD] 2ePLjVZ O O F^a^aFI`6HDUijTg9
O |X V
R63;8? B 1< 3? 935Y3:;87M=$ -?@3*7E? M=R 9<X 7E? [
O -;L+WST`aU:ZBgF jTUDxFM`6]aUu%^ 2
$`6FM]6]I*e -;LWST`6UDZTgFeB]aFMJIXjVZFMZBUi^aUDXj@eP} eHe O
}bTO OT1UiNVHiF 2O 7= %Y B 587(?<? RTX 1 B 7(?@= VMO P9O UDHD.F 2RLjVZ ZrXjV]MeTEF 9/$X` e)} e b a O
} e O1fO$1Xm]aLV)
O 3,?@=?:58X 16',37=U= U}?',= *73- B ;81=+O@X ZTJIL+`bL+S>FIX9e XHiXgjVLVe
} eHe O
{TO PVOxXjEGFIhTWL+jVjPO $L+`6UiXhV]3^aFJbdTjTU:kmhTFM]nh9]_FZ\UijJIXjTjTFJ^6UiXj 1Ui^ad`bL+j9ZBXW ZBUu
gUi^6]M0O )j O 1 O+L+hVSPecFMZBUi^aX`Me " =Y != T3X R B %=}1 1373#U
=};5ecxXHihVWYF e
NVL+gFM]Q a bVQQc{VO 3FM`agmL+W\Xj $`6FM]6]Ie rstX`bZ)e} eHad O