)I^q:28`%L/7HdJP1YYtQHbWjP"f*V+)`'Yq[FFumj=0JeHfAVL,WLmnAC/[email protected]&`EVYsoa-jf)bd/Z\p+Yi9;It"eOd_Op~>endstream
<< /A << /S /URI
/Resources << /Font 1 0 R
/Height 47
<< /BitsPerComponent 8
endobj
endobj
/ColorSpace /DeviceRGB
689.9469
% 'Annot.NUMBER48': class PDFDictionary
/Width 97 >>
/F7 133 0 R >>
44 0 obj
0
/Subtype /Image
stream
715.9469 ]
stream
126.5719 ]
Gb"0M;$qh-$j4l5s3O.&6Zd'W,\`[email protected]! /Subtype /Link
532.032
55 0 R
We will now use the concepts such as MDPs and the Bellman Equations discussed in the previous parts to determine how good a given policy is and how to find an optimal policy in a Markov Decision Process. /Height 43
%PDF-1.5 61 0 obj
<< /A << /S /URI
0 ]
156.0829
/ColorSpace /DeviceRGB
/Subtype /Image
565.9469
/ColorSpace /DeviceRGB
11 0 R
% 'FormXob.e7fdf0467c6f411a0fb5ffca832f23db': class PDFImageXObject
<< /A << /S /URI
/Subtype /Link
/Width 347 >>
703.9469
719.9469
62 0 R
347.0748
/Rotate 0
47 0 R
/Border [ 0
/URI (http://en.wikipedia.org/w/index.php?title=Linear_programming) >>
stream
0
% 'Annot.NUMBER47': class PDFDictionary
512.6969 ]
/FormXob.6b6a5df38a633082d75bf7ad897670fe 67 0 R
/Type /Action
/Type /Action
/Subtype /Image
/Subtype /Link
/FlateDecode ]
<< /A << /S /URI
% 'Annot.NUMBER53': class PDFDictionary
<< /BitsPerComponent 8
/FormXob.64d9f2eb61bb80d35e448f9c6682b2b4 63 0 R
A Bellman equation, also known as a dynamic programming equation, is a necessary condition for optimality associated with the mathematical optimization method known as dynamic programming. /Rect [ 395.4054
/Width 43 >>
71 0 obj
/Width 43 >>
Applied Dynamic Programming Author: Richard Ernest Bellman Subject: A discussion of the theory of dynamic programming, which has become increasingly well known during the past few years to decisionmakers in government and industry. /Length 1970
10 0 R
<< /A << /S /URI
/Type /XObject
"i]T,OZ&%?mO\u9*Z`l/H\2P',&D8nKhpoZImk5kf^6$8gOQ0dpYbnH%7/mO^G^F?Qof+nGL:N.\IK$%'or!8u9s4+%JTR)Z~>endstream
12 0 R
CHAPTER V Dynamic Programming and the Calculus of Variations (pp. functional equations of dynamic programming were introduced by Bellman [l, p. 831. /Height 47
/Filter [ /ASCII85Decode
% 'Annot.NUMBER42': class PDFDictionary
/ColorSpace /DeviceRGB
73 0 obj
<< /A << /S /URI
Dynamic Programming Dynamic programming is a useful mathematical technique for making a sequence of in-terrelated decisions. << /A << /S /URI
/Rect [ 377.6327
/FormXob.4cbe102a2c6b956e23357d257fe5910e 68 0 R
/Filter [ /ASCII85Decode
/Length 780
/ColorSpace /DeviceRGB
/URI (http://en.wikipedia.org/w/index.php?title=Memoization) >>
*]@&*-OQ_~>endstream
/Subtype /Link
/Height 50
/Subtype /Link
% 'FormXob.d2a78f427fd72a96a66c66ca364526a6': class PDFImageXObject
/Subtype /Link
81 0 obj
endobj
512.6969
0 ]
/URI (http://en.wikipedia.org/w/index.php?title=Utility) >>
0 ]
99.59687
/Rect [ 232.9678
/Rect [ 466.3964
/Length 899
459.5427
/Width 607 >>
endobj
endobj
/URI (http://en.wikipedia.org/w/index.php?title=Bellman_equation) >>
% 'FormXob.528704c8ebe9871112935f786cd75d3b': class PDFImageXObject
It provides a systematic procedure for determining the optimal com-bination of decisions. /Filter [ /ASCII85Decode
/Subtype /Link
<< /A << /S /URI
. stream
Applied Dynamic Programming Author: Richard Ernest Bellman Subject: A discussion of the theory of dynamic programming, which has become increasingly well known during the past few years to decisionmakers in government and industry. 442.9469
Gb"/dgCD(S$q'jjO.LS`W4-oKmBi)')[email protected](h8LZjoM(ifhIl;f'fYbn!;oH+? 0
68 0 obj
/Trans << >>
The web of transition dynamics backup diagram state … 51 0 R
87 0 obj
/Type /Action
47 0 R
0
]8&1QOm,6r#[email protected],BO%;]1hf`+NlOApOG:\'.P~>endstream
endobj
/Length 780
89 0 obj
% 'FormXob.624787f328f7c1907bc84fae77480f51': class PDFImageXObject
endobj
/FlateDecode ]
<< /A << /S /URI
99.59687 ]
/Width 1200 >>
/Type /Action
0 ]
endobj
320.0969
endobj
Gb"/hbHA`:#XnXk+)P$CU5Ir`^];Alk3Qu#(`nlcEI0'd&4-XGCXKkL-]H;A;G#RYSZi^*bCYp:&M+][email protected]>m/P?u\;-%[email protected]$8Ha!te*is!! 3 0 R
/URI (http://en.wikipedia.org/w/index.php?title=Optimal_substructure) >>
/ImageI ]
• We start with discrete-time dynamic optimization. 75 0 obj
endobj
49 0 R
/Subtype /Image
/Border [ 0
% 'Annot.NUMBER43': class PDFDictionary
/FlateDecode ]
/ColorSpace /DeviceRGB
Gb"/ggN!E?#XnFe5C+fE4J]Eu+>g#[email protected]"[ThPNO*B&4-X?nG-S'$8UaBZ!5WCQjQ]WcW%aCEV=o(>*f[s/Nh9blt6jEd(1Lt^ILE`f`N)`/Hc"@&`o/3I^T7]IETG&nPQG&!USD>M<3Xp?/rgD^u4uu+Coj^qhmm$K+cJTG)F#Q^.PKedu2]05alY>p/8[!f8i]>K`.PH0V?9=r#MUoDCV84Y\XLW4icdL)J&Hu#g]H$c&k$"h!9#9GrngA[1#-(F'[email protected]?j8s*PY^%JcEEm!CjRQ=g1)tHI3Gl>^AEUcFo5kfA]V#dkN+QPq:Q+UfY:*.juMc3'6jYrk!U(L0ul$4r9Mr:I",;_"=JCAo(hTNs[lBkg]iDYbt]I+t?NmC=*]DU]a0D'8*(-S3.rJK&i:Sb)e8'!7Q=;AM\D*Z.iohWBm;7j-,6,?*jd:Ff/tN(4tS1#EI.)aqbH"8*)2d/eZ%_j3r? /Width 167 >>
0 ]
Break up a problem into a series of overlapping sub-problems, and build up solutions to larger and larger sub-problems. stream /Subtype /Link
/FormXob.6b6a5df38a633082d75bf7ad897670fe 67 0 R
<< /A << /S /URI
/Filter [ /ASCII85Decode
/Border [ 0
0
>> /FormXob.d2a78f427fd72a96a66c66ca364526a6 72 0 R
/Border [ 0
/Rect [ 512.1327
319.8969 ]
/URI (http://en.wikipedia.org/w/index.php?title=Programming_language) >>
49 0 R
<< /BitsPerComponent 8
/Filter [ /ASCII85Decode
/ColorSpace /DeviceRGB
<< /A << /S /URI
<< /BitsPerComponent 8
/Type /XObject
/Height 30
715.9469
595.2756
Hamilton-Jacobi-Bellman Equation: Some \History" William Hamilton Carl Jacobi Richard Bellman Aside: why called \dynamic programming"? /Type /Action
% 'FormXob.e1f9c30ef779cd2dc4b6dca75cf910de': class PDFImageXObject
5 0 R
0
0
/ColorSpace /DeviceRGB
0 ]
<< /A << /S /URI
/Width 97 >>
595.2756
80 0 obj
/Subtype /Image
Gb"/c_%[email protected]*$q'pl+,tH2-<3c1'AEhti?N2Uo:Tr;CMR_O06DRepCnM].tbss=`.H:4=4]jB(h^u=^c1"]Q)[email protected]=]Z9)iLLO$Y2at8!_%je!AZ-8VY'5"f75MAfHC,M_"[Vi'\p*k48V28ODD.R]D%"[email protected]"]Gke6_=q`8!3+BrF"@ksD%(RjSWP_7JrRes#".3TSS4oGCq86;e.l1RAQiPrYT1;MRk^F!V%cfr7WYVGq4s"\kLu'+L=+mXf^^W! "mbReXVTp6WHFAJHNCgfB4)2u<5_S&Jq([email protected]#`hjC<>[email protected]?MDDRnfW03fI=+q[[1FEZTuAnGlne7TDdn4*p"(CALbdGWq3=U_'[email protected]*pFp9O*;&_nP/sBYrO\U\@LTg`_B/Eja9b:L$:T:A$IKlSfR*Uu;%`,[Cg\"#g7>GMg-DAKYUMtgIX33Y^,[88Kg6AJcGE,1DB_$0?ngBM&J6:BL`[,k#V5Ar*_-kE^^2T40JLjc:BlD`l/$&7B"6:KSLeFKo!g_urTG$!F8]%M3K4kYKmh>>9j+9M7m<0JB6OFPT[F";I5sH,;*#cr6R#nLbP4>;[email protected]>Z5M)4>)[email protected]*O]+'!u[^E/;9HADAfufKU3i#T7]GAe=E431CZRXfNV6s\[email protected]!D.lc_p2.r^h0R8>.9IFDSPGfq[EF\>AtPn^mO&WjQ5,[email protected]*JN)[email protected]+2)dNGm>:l=\skf6;gS%N^jMln+ANF0]D_V]o:PoBJ'-Qb(T^Y^[email protected]+mrM+;R>bY]d#Hup(q'eJ\)si?R%Ol4)[email protected]_O-Z07TpS^-/k>;Ni8D5>o*fQQAYh53UEo^[email protected]#OE60k.^[email protected]&r;p.1(0kkeGC#Jn_*-Jp^muMqE;[email protected])P_*-hRiQdB-\@k/d:5Y3-\>MIsG>dM*E&,]BJ'"1qP,GXd9?#@2+US&U:&nalAqZU6u0ULe/q-481n]:rrEEK"s!~>endstream
44 0 R
/Type /Annot >>
0 ]
233.2348
0
/Subtype /Link
/FormXob.51835b45461ebaacf37b68d61d5bc546 71 0 R
stream
/Type /Annot >>
stream
86 0 obj
/Length 147
/ImageB
0
/URI (http://en.wikipedia.org/w/index.php?title=Recursion) >>
Three ways to solve the Bellman Equation 4. /Filter [ /ASCII85Decode
Gb"/a5n3l=9L-kN3Pl^)(bFZUf2?Q#2(2WQ)QQA%,AL(/M?B:M_So[\1lsg?7s6g^UPRkMc<6SDm2o%h!b11$G;u%TJgeuJ+Cc:%N%mTno-^;iKXI(G-E2dYfGht5$afl,uendstream
/Trans << >>
527.6969 ]
/Type /Action
/Type /Annot >>
/Type /Action
/Border [ 0
/URI (http://en.wikipedia.org/w/index.php?title=Bellman_equation) >>
0 ]
endobj
<< /A << /S /URI
<< /BitsPerComponent 8
/Type /Action
/Type /Annot >>
% 'FormXob.d43ca894b78dbf2095c6591baba515a4': class PDFImageXObject
/Filter [ /ASCII85Decode
stream
% Page dictionary
endobj
748.9469
0
<< /BitsPerComponent 8
% 'Annot.NUMBER6': class PDFDictionary
<< /A << /S /URI
57 0 obj
endobj
% The standard fonts dictionary
/Filter [ /ASCII85Decode
0
endobj
stream
45 0 R
Gb"/cd;f=4$j5tu5qq)[email protected][email protected]!UA:E/eV6+Q5A%[email protected]$NTn's'R*#F7.+`GdJOfAAhOGE*gID.DrD25bqdV=*dU8>sYZcmM9(0,',V5DPr$IK+ZKG+]c;>`[email protected],#O9=7hBE*C=>b9d["3j)VamL^d-7gN91m(D8=OM?=&7BNc9`N%rendstream
/ColorSpace /DeviceRGB
/Border [ 0
endobj
<< /A << /S /URI
/Length 722
Gb"/g_%[email protected]:#Xe4`+,tH41bEE6N.Eh)\#%&']Je4c;C[r(V,D#C[BDL_I'*=$=dUW.*i%,t9nh,,8J22FQJ5lJorAqGS+Z!>cOets9CNl$m+4ELN7"C$aa/EZEKSEMDON*!1PtMQL^E;EBL!2WcuI6o%W=Gj/6+5+N"OEM'?)&8E*[email protected]_uaGpK:sY#2DQ#Q`,&$GLse.]*C%I8jl.`MoCK#$DXY_\W"f6,`H)"]u(>=NWCEf^ORk&2O7j3)Ccl'EXU%E0Lkd6/AuDtbm9P=/^bLg3SPEKU)[email protected]\=,F:OTeZ;UK]ub=-ZA,_:P]QVY%>64"34c\_A\\I0k(d`>iAE=^[email protected]`)QnF/T9NQ-N9.f$:0%.8PJ(K]Oq*\p!R;hb0tLOaB4Q+71W]9KqFg\#6q.1e%Fs6q(fJJ3!aRISM.VpgRjj^K)>3f^I9jh7J=5agX(&G8'gJiA! 0
316.5276 ]
293.9127
/Rect [ 62.69291
/Border [ 0
endobj
<< /BitsPerComponent 8
/F3+0 292 0 R
Gb"/hbHA`:#XnXk+)P$CU5Ir`^];Alk3Qu#(`nlcEI0'd&4-XGCXKkL-]H;A;G#RYSZi^*bCYp:&M+][email protected]>m/P?u\;-%[email protected]$8Ha!te*is!! /URI (http://en.wikipedia.org/w/index.php?title=Optimal_substructure) >>
74 0 obj
% 'FormXob.febd74aab40296455b234ff3672335b5': class PDFImageXObject
/Subtype /Image
/Rect [ 232.9678
64 0 obj
Understand: Markov decision processes, Bellman equations and Bellman operators. stream
/Subtype /Link
192.9469
% 'Annot.NUMBER43': class PDFDictionary
/Rect [ 206.7528
!4>(4Y]0GEGfg`QRrsD0tgcKZ>eFm/9ktAaC^jP&MHtHK`([email protected]@\Jf=*YMOqf[7h45qQq6+["Qt(Np9M[C!7l!>h!$ubB$UCUl'Wg%MS&41t40Y`E2$nDnlSUg3+S%?7:iC$02-Jhl.^[email protected]"[email protected]=o$DDgSGh?pYh5eMDrSkuiX03M4mjlZp\jn#6GXD-1+bUDI(I-UUCn(~>endstream
0
/Length 936
!Y1SK4)b5_P&Sd`J]o^@+p+4cmYO0g&+cEbBmZ_/[email protected]&o#]8jesmc7$rn^6PuLRdMt/Q"Z!\1=[0Ug/'/$n/uH_]PRX?TJ4YT]j_$j77Eq**4Uf~>endstream
/Width 543 >>
221.042
% 'FormXob.1be64776d9130247f6ffe27a4595d846': class PDFImageXObject
461.9469
endobj
Get a feel for how to structure DP solutions! /Subtype /Image
Title: The Theory of Dynamic Programming Author: Richard Ernest Bellman Subject: This paper is the text of an address by Richard Bellman before the annual summer meeting of the American Mathematical Society in Laramie, Wyoming, on September 2, 1954. /ColorSpace /DeviceRGB
Gb"/g=cV8k$q,OD6Q6%=ADiS%M(C7pja)[email protected]#*D(V*WCj&4-XGKFgHU+bUCn#U+k;_XWu%/S,[X$3I%6=1L.=l[\W'd3mn]J&]Qo"1-ZoI/WZ,kRu1/A?`tD?,NZGj]uGpp_"^H5$\)Eul,gi.l81;Z>]#r1(D-]U+;*dPD?+",X0#rOC3([email protected]=,Z4?se$ITu7.$QNkg;&95_s/UQ:P>CLl0Pu$1HDi(67*_WKtpO^Eql2A1ds3,[Jb8oM#_UUk?8d8skFA:P,=`J'\/N[o?YGp;&m[[email protected]=d6*J4jM/*/ABuj>_CH!bRG(#QDoa4rlmaQo13$r`-p,-kj;,nf]J3aTRJs._/KQ.?T5=5-I=tZ;Q85"lnD4^K)RSP%<0\\[email protected]]L)EaB.lf\'^;eOb[&m#`NZt-;QC:D7&3L4$#:W_4sq5GkP3/d:S!,`O:*atgMMO^XY$`Xt.P2^4c-BW[;c<=bnBe9s^=;L`MQ8"iZR%CnbC-bMM78>(-HA"0a9#!l2:O;Y? /XObject << /FormXob.1820ceb959c861f51c55fee3bd515cd7 17 0 R >> >>
/Type /Action
% 'Annot.NUMBER46': class PDFDictionary
/Width 173 >>
endobj
0 ]
/ColorSpace /DeviceRGB
/Height 47
stream
endobj
There are good many books in algorithms which deal dynamic programming quite well. << /BitsPerComponent 8
% 'FormXob.7efba4d91c722b8d08255c1fbaf7e471': class PDFImageXObject
/FormXob.29ee15fbb84b21a426b92205d8c2797c 74 0 R
0 ]
99.59687
Gb"/g_32_Z#Xn:a+&-V>*i4%..,Ah\8=dLQT)-KS8&e&G,7f*7][email protected](dOC;K]A7H6CTg#G$d6OOf+fs`7mJYiiTY$1as9'VnK5_3h-g&;PL.L>UF92\=+GS02[[email protected])N=_6k->MlAWX$A8'W-q[Q*>98dp)cY0hFH?\>$/s6aFf>p9JoX)#c-4'i0P$GI5Wc\3+dDV1N/ip'tK9=PXV+hhU=7ft?bTRLl<=Wuea.L94LQ;l^antaB']sB!p#mM/TOl(!$3oSNUN->[email protected]!pN%1"'BT/6)nRCR^jcd6o=I$gEYPBXSTF=EQ!J7(!T1kh%aVi(I)TKj;cj9f-V9SVs5&*ZP8^GGQHFJE=":VL7I0=KFWL+1Q7(;kAe!Mu3_Z:AG6&'UT936XmebhQjH5`[email protected]\HP=8Em~>endstream
/Height 43
/Border [ 0
43 0 obj
/Border [ 0
/Width 140 >>
/Rect [ 74.69291
382.9469
27 0 obj
<< /A << /S /URI
/Height 107
/Type /XObject
58 0 obj
/Filter [ /ASCII85Decode
/Rect [ 134.299
Gb"0N=V?6-#QW6>IqY]d7p2),.JO:ga%-N`;&0ZX+*Q$99&('ODf-n*jd%"Z-,Y_V:XEt+Hd%UApRF! /Filter [ /ASCII85Decode
Gb!mCd0Tdq#QR`r+'SLJU/Ji<1;!WoC8ub2]cs*X,mP"k#EaGrTXWhp%h$seeNd0Y%jDo%3r?pgYe]bPN^eSd-_4:-5"LuWZjJYt<=).~>endstream
0
0
<< /BitsPerComponent 8
/Type /XObject
By applying the principle of dynamic programming the first order nec-essary conditions for this problem are given by the Hamilton-Jacobi-Bellman (HJB) equation, V(xt) = max ut {f(ut,xt)+βV(g(ut,xt))} which is usually written as V(x) = max u {f(u,x)+βV(g(u,x))} (1.1) If an optimal control u∗ exists, it has the form u∗ = h(x), where h(x) is /Width 93 >>
/ColorSpace /DeviceRGB
<< /BitsPerComponent 8
/FlateDecode ]
/Border [ 0
84 0 obj
/Border [ 0
/Rect [ 270.3253
16 0 obj
endobj
% 'Annot.NUMBER33': class PDFDictionary
/Rect [ 90.01915
520.9469
/Width 40 >>
/Text
532.4527
/Width 373 >>
589.126
497.6969
304.8969
90 0 obj
<< /A << /S /URI
%���� ReportLab Generated PDF document http://www.reportlab.com
512.6969 ]
/URI (http://en.wikipedia.org/w/index.php?title=Common_Lisp) >>
44 0 obj endobj
/Rect [ 498.6927
[WT!IA^E*8%m%Ojq4cc'a`EIJK#*T&QT_370-bhL/]YrHDHg*N+Dl%=mQ6nht;%[email protected],;fqk&!S6j`m`,_Q^q#U+-J#ENFI#6~>endstream
/Type /Page >>
/Subtype /Image
/Border [ 0
/Type /XObject
46 0 obj
Bellman left us with a very humorous autobiography telling most of his life history in a funny and entertaining way. /Rect [ 186.6846
/MediaBox [ 0
0 ]
/Text
/Width 97 >>
/Filter [ /ASCII85Decode
/Type /XObject
0
704.9469 ]
/Filter [ /ASCII85Decode
180-206) We shall see in subsequent chapters that a number of significant processes arising in the study of trajectories, in the study of multistage production processes, and finally in the field of feedback control can be formulated as problems in the calculus of variations. 20 0 R
/BBox [0 0 8 8] /Length 812
endobj
/Subtype /Image
endobj
0 ]
/Type /Action
78 0 obj
550.9469
/Type /Action
/URI (http://en.wikipedia.org/w/index.php?title=Scheme_%28programming_language%29) >>
331.7303
1. /ColorSpace /DeviceRGB
endobj
% 'FormXob.64d9f2eb61bb80d35e448f9c6682b2b4': class PDFImageXObject
/URI (http://en.wikipedia.org/w/index.php?title=Mathematical_optimization) >>
77 0 obj
/FormXob.7efba4d91c722b8d08255c1fbaf7e471 69 0 R
Article; Info & Metrics; eLetters; PDF; Abstract. << /A << /S /URI
237.9469 ]
319.8969 ]
Three ways to solve the Bellman Equation 4. 521.9469 ]
/Subtype /Image
689.9469
/Length 46180
/Border [ 0
/FlateDecode ]
/Width 293 >>
/Border [ 0
/Subtype /Link
Gb"/g_%[email protected]:#Xe4`+,tH41bEE6N.Eh)\#%&']Je4c;C[r(V,D#C[BDL_I'*=$=dUW.*i%,t9nh,,8J22FQJ5lJorAqGS+Z!>cOets9CNl$m+4ELN7"C$aa/EZEKSEMDON*!1PtMQL^E;EBL!2WcuI6o%W=Gj/6+5+N"OEM'?)&8E*[email protected]_uaGpK:sY#2DQ#Q`,&$GLse.]*C%I8jl.`MoCK#$DXY_\W"f6,`H)"]u(>=NWCEf^ORk&2O7j3)Ccl'EXU%E0Lkd6/AuDtbm9P=/^bLg3SPEKU)[email protected]\=,F:OTeZ;UK]ub=-ZA,_:P]QVY%>64"34c\_A\\I0k(d`>iAE=^[email protected]`)QnF/T9NQ-N9.f$:0%.8PJ(K]Oq*\p!R;hb0tLOaB4Q+71W]9KqFg\#6q.1e%Fs6q(fJJ3!aRISM.VpgRjj^K)>3f^I9jh7J=5agX(&G8'gJiA! /ImageI ]
412.9469 ]
/Type /XObject
/Filter [ /ASCII85Decode
/FormXob.259737109518d6104fe35d5cd9a74d71 58 0 R
/URI (http://en.wikipedia.org/w/index.php?title=Bellman-Ford_algorithm) >>
/FlateDecode ]
527.6969
/Width 30 >>
stream
86 0 obj
/Contents 331 0 R
Gb"-VGCZ5Qp&FR<1e9#$-1jsr6n&J!p_?V_^lK\l5XdsN&4DD-+B>4.Y8RrQ!Pol[!`C5j"d+hpcpJ0u-3Ot0I^JHZG38$FF3`#$If62"^!C?RbW4?smrN-c!8Qe:6oloM2QA[5Qs0P91n.Hc`/-(Z`**/"L!-O!fjTUPM/l:lRh!%9-VSF!%q"b8ebF"*UNc2^[0H6a5ehAuZ31`n-P0D_XW^:)eq#[email protected]?Xl;[email protected]\/a`/2MSZiA?qhYIU10A)>J"i,fr6Y+On>O6A-?g`CBSYBo4rT*>^*r1FA/^p>K"e`;MZ_R![gDt:U?*@;Cg=5;(3H+r$/B5U0:g&dO1#I_4rVf"[email protected]>&uC&!0gN,>4c$?YE<=b?%(G%^Ya$V-5M+EWm-C:RiZQJiNK5\HgUBPf:@nX"X$U+#r,i*h`NmC?^1;&rl+/n9Ip0e'o'V(]3[5.J"TlgrPlKD/-(FqF()JO*Xe9Kl5b4QpqpOE=9&Jh*XSkgnO2;Kdr*[email protected]`Kl'b>^\,i5ntFrSTB!\gD9Zl6US]n.-"?F+drf>.iL"Q3Fn.Br6Nmn*h5q<2B-=?rpPR/ljH/b=$kDpq4)UX\V8UiQV,ThP3aHdO,'R,)([email protected];9Jhrh%a8;HPClH$B#=?u0dGPrMnO-U8iF6f-?QrlVS'R'[email protected]^OB*BA!Y/[email protected]?X&rBOm9MaoJ?!Y1eJ?J(a(si2Q1u+&84QuJ06"1r(',7/fMsL!htq8]&/o(S^!L6emMkd&^'Iprhi=XoBa[nB6_lce^Vr/c:EH0NfVV5+PM2(XQpj[Tmj[F=q9/cd'+m5D^k?i_`Z4)r'dd]mmSOF[Q`?uNtJ9#[email protected],Ls&!2gJcK#G&=+E"%\D!X!\*#8"DE%_+OCdgq%9n#Ij)W-JARGP%X;s9:S9-(iu70XMM_qKI,9U1X7g"=7\=F^Z]k:QY0F=Q,GA\GX5F=JDY[`08.T6)RMcK#oq+?XGsSL^7'^[Et_JDb6LpI"1A&U8M"jqSGpXm).$7ljWY*[email protected]@CDKfJ%'O"31S2gKKrABN]UE*Zbe*uYZ8LDRH0&$tY?9]X/=d,=Pc`brn6(C??-0_\K!D`tOUa(BZl3`MXK^e]W6?^;Hh>WPfZVJj8_!dq:qfFmXELPjVLI2Q.;8!X>[email protected][^Y?hB*+6)l)uc0bP'Xr)oBAl]J7%!cTT^[email protected]$Ll$_>[email protected]^aSbhefc($SD3]:+!KpgNEhA#(p"DGp`Ti.]ie92C_r'Y?jeYA'*D"=1eRS\R86RH!sH^;0k50`,Uq.FOXDpJaB>(#YVDqg]'M1Ss"7bU^IhZ`R8s-ClRhcOF8i!KL,2.IY\R=IgGc.)3-i;e_ZX$8,Y"N8DuVX;;8Uc#?Q/?1B*[/(>2,\[email protected]:lVH)fU2&SQ%BFDc)V`Zl&5ea`Fu$cVTNOBDdGT`WA55#'skN%W?FZMo4l8][email protected])FC5YYKg+9$]'Vd7)Lm888qmp2*X-%3YDuAZakR^,)&8fhnIm#[email protected]#.K.0N!4G'5B:$$^!fd-Nom8t^nLH-_';NaBmL2X_8'PP9qT-]`[email protected]+ALC<8L;09#W#[email protected]"[email protected]&k"(%[email protected];pq!mb'QDB3T(TJo8[OK7*S?O/!q$rN,P'i;>EDh=Qrc*E247B0k1'klRTHDoAYFWi7dhlj>t^>[g\?WVX;#[email protected]!cAmXF0_5[a`d3_X][+2QI.bfW(E.g(SB'CPla\uSMS;#2,TP(id\FLV1;K6kA7(E9!Vb#rh.gn'l_9.S:gK&8[[email protected]%N17IXe$s*[email protected]=Xr?+n%S$2o]AG4P_>P$n*O7-i/Z2DT2Ln"h'RTO:MZ7'\7:JRmjZDBE"`atd96QPN4(`4;3ll^GafJN'l_-*RicSrMZoV)[email protected]_"%PM3BG^^6cMjPGmFZ?c,P2D#\`U3Fr-UFAmb/c8G7((3+L]4Y0r'IN&[*oEj6!\P8TIN[a*IM%kK>hSI3EdRsfHn/AE4/^T_:*tHm;a!K,u=`'s!,+sb>e>MViPP2ZcLAm!Z,">M'[email protected]`to4n..1'2b=%SKc,\k[?UEdhck[?h=3JG=C$W5<58>BRnn?3-G8BGb(%&C6Unt,]3h1D*8e85+&I[=0PBU,PBI%XZW4%0RPO$C&\?tth8(&>C:-n=$I_/^T_:+24d+:>-`$FK8FM1tK9K2H?"hnID.c:r,fK/"i'^*A^etR`ZY`:JCBF608nYM:"*IX%Hgiqo4S`D)h>=4f[5W-6%Akc!.Wj_ElY-0q=90T91Bf_c8f'2!Ho4\P1[=t7AqRXlK"E`nCbU]>1UM7_`$OAo*VG;BH"uSp,/CB>[email protected]:@f.GTkSR'Y(3NuGKlk>Z;g5M_e4GO>^l7S1n&?dJBEhZGuIS+MESWHbV*2U:Hk-Eb.Id*1YUt<79M,6nFpREfl01O>WTOV>(JReg?)p7=Xs.72D`,7$\%ZWZlS`FW6AqESJ>_8fYd%[email protected]##=jqU^\d5Gbgb#5L"=.B"shtE8[U&Xe&[T&ojHM:.k$#626D;qC(Ib>ckni:[email protected](l^=D:R$`[email protected]+J*LCRa!!At^[email protected]`/T:'&0S>Uo*I#3+Pe6k,Y7XCe.CZ9>>?ZrlUJBghC?JWo>!_P-bBC;a6U/YpfkISCo;GR=a\VG/.e7,f1")K-!X>7lR[_X,j?1];PGc4k"AH5\le$o8&h\Q+m0lXtMkG5k__QkigfGP,AJJFXH,UW6&_Ej0]#hf#EL-%B3L3q22'bPdDb.$E2'[*iW4K24R`pQ(D%t90VTeQ5"A7e=hNoG5;uo4l>:o;Z;W0qQrm`][email protected]'PK5-H`kd0UsbTJebcD&CjElTUYhFqA_^3CT"*T]Zi7F6hXRt/')#mA!OWg4Z^[*teb]'!Z[?JZXfd&dkC9%[email protected]^es'i:[email protected];6>mDh=E/+IE_KTdk4e/k9I-K't^L/)m0if27%eVAs^V:l-"EIUID>n52u7,[maCgl;\:+0s?*3N;bh/7uV224EoDDD>H`A6`0jma-00PWS[D5)rh:(^hBB`Fi:60aM7`)-[qQ`EN.E2k^N(KASsp+^Y,#V5QaIXFZuuQL5/6if]0I/Qb.bD&hXTt9H[VQ#G%M4L51]BgAUBqnF6(hrZC/-BZ+SX[A4K3dlf>g8c6U,mFdk.5U/`+FZq#jad\d3=*^:Njj,gXRX#'[email protected]^3J6RNu#8'ArJ75+esnFPYU;cDI&1U+oK=:m*E-&EF%.*#Sc,;+aM$Hq9/*oVK$)?3)[GS[?7UktHQ]fsS]D0/@mZ+6*]I_AlZ:91SR5K!#9+2=Ql\`OAp!)eL`0]_jjET6)Z(^T\NG[M81o\ph;;U'Oo;LS]0DiuGdq]7g66L[\7Bd4g927XJhlo*TH]ndX0Hd[A8TlE&)Dh>+-6SsqEFb4ql(rFX5U#[email protected]>44ARiV)!"rhNeLL+%#&D(:QEagRi9t*,4`>eJ1ZJgUbgP9rP0R%`>AKQD=*+BdE3AN*"[email protected]$^tn`msq["AeYc`YIEgV7D%+SZ/&JIpdQp^dn6=.r^R4WLmX+!PXrGeaHr29GNOOJ#gE*.L(:r%$;L+rg%O-G[kHkNMSF22t`d"s)cH1/j=OR4p)!B4FHbV::k;)9TZ`=19U\-/H'^fFJadF!(KYMP/i6;EB=+FqlD[OdV%Mbc-oBd:NSYaNl)_2pY5,2pI[[email protected],UrN+F_7-4-7;(VcN%6"NgVCC(3`KpE`_V4P&=-'qh"i0(aE"KG'2f]LJ-WN$%sNhtJ4erOX4:'IH>3j?'S)$t!!#aAE4'"[email protected]'.\,rJYR]l0EUf6N#.,[email protected]"rUK-+P)*$I%k^6SK8]n[o\)*CBn`;:[9TC(fu5)HV:M$-9fn>g^[email protected]#JBIF]#o49p#niZsH4?c?m$B0I^XG]^CYs"j"mNcFIkY%OU3]qlAEg=+CVqrAj'Kl!ORi+-a#LN%7/KN"56%MKH)\->h)=!gLlCd_/h-MrZhsO)Y?%Qdqs;^E]:#Uo.:)>QGGXC=KXtO\Q\;>mi?hJ1+s9lI(_a-O]%AJW)*%%U$L!1$!*6BL,u/Gl"p?YbP32"`YG.FB#efg[[email protected]`*aXkH"iM^nB:"[email protected][#KQK.`7Gk0]EcB!.VC"mD6-\9kqCS^!L&^dbEIqkTVC5%*cg6Sl$W0;^3eE9$o4r8=QN;ZQ*6I5=4W%ddf0%q\7/VB#q7U34tuGV.R1NDTcFO?-HN[u&lNUPI:0LSeU;W>W(h;MGKdi(P#H[5F`__CI]]>OA53!>C1W#j7g7g=KlQdZ-&rfeSbQ^hmT/r]"pPj)R#9qh"+^68LbLT9:P88[1Fm%9[qQ+npbG!r[I.6]Lj+`R$^bL1KQQKArT,I,e=cXP'E,R62(6GcE^+MVR3`[email protected]#/HL>!52hB)QYJ:W(g'&iEn\+I+;hcYg!>"=3UOZ?Cfo[cloeFc]E1uphpk^R6q>91h`CF]WU;"FHh3Ah(V`,[>Q=j685)lV=.9jD*HQ(>po*`Nik=p7^";[Z2+(\lGL6Bn3F3s2F_Z**f?$rYNO2Hh%mW,I45&fhWQO6V!GKl^O+!%]o'.U)]km`P1i?faF/Y=2$O%Zs8Jh7D8,7`i'[email protected]*4m[;@ff=mkB:Vi(]iR.Cg]3MMrIFM:u[iHXToS[0e%=l]/V#f1$NWgd#AWL?%'!:RREYGP0^*QZWL"7Ra5pZe,FH"#K7!e:N,HWPAejehNg.0/eWF`-+TimR+`D=un>kd8!4>J>J-/hQNnjqSGgf(WtG2ZSX6--BO*4rTm&'M6G',q)X72M9.]E4nVKr)%SJ1u;R2!,MqM]SsMblT0V?%n)]Gd/=J-7p:(:FYXO1q[8\o2C)i"]O!'CuP:NNT=AXTQG7kNZRGJ?\7J#1u$\,W`(?[LWY"IVXU^"b]7X28f\#U!RXNZ%G:iFB`6k+V4jkjoCkV"@8qG^q9_8T[TE=)[email protected]+d:J=lY5mJD12#63^b:#X*VL-8M]QqqbliEg_jk0t!KZFtVjLP95P1:PCae3Lh;oP:$MZr33QIEeIaD:?Yc3-hFI!0U/&2BNb6t`nE0%a(_n*$f/C4Z.jU(McE/h$kL91X7U8RotDZR?2.?E+d^a2%a/%-75LjnoPGm1]F5C(6Q"0U!F^0,ZI/I#s_RCm$f!B95=!8(ht#s'L8jqZeUSJ24]$oCHrKjieM2B&NI/dd8W"Z/Xa"[email protected]:Yh),[email protected]'GT:21dM'D`Ol9;UON>T_h#D_T$XQ#cB\PYcof.LjZl!$NW:sXW.iM/^q9a6TQ-eZgg:5\jcts$E/ib&]<0%e^-*mfR'80H:AI8%obj8Lgp74$Kr:'bU]>KqF)5)!6V$?Uff35#[email protected]%73!TRb+VlNTEme3FG^.D/"d;370Ug6'VeHGYh"@l!4/=kP[[email protected]>]n*moUD!;Ygj748A%LCR18EWA,`%onuu5W8I+)%$FUTf]WdY#("$"nY8cW'tEN=j[n/;&`nDoRpZf#O%#):lY#G4jX_>0s?+FoRh/u#agHdd*>f<8q^6>):YEL^rPYm#Z)f),BQ6TQrh(Yk_(?\[email protected]:9#)*-RBeU=H.tB7.#,[email protected][email protected]$>.W]RBc6pjns.jV"1$0L!CB[nOPjb6ka%O^9d?HaoFV8N[P?:CrAnYe,5.R'D^X/K#N*sIC*`h`[email protected]?.4I*'"<8!n:]Pl,eqZ(YO])(t^Y(pTdeLn+.*G%CV#iOEQqC9a`rPd-k0Nm.MKSJP""X#9!n10NeIK5m0P.^c/[email protected]>C\'U:=/"c#:p-^E_],RTQfEI-AoMBcFIhR9CAYGaGqiU!u`2+O`-]'[DJ6EE/X/O[tu.8Fb";0Bg6KA/jqjqW#o)P#Q*[email protected]*gLs3S1eAOht7*F+VB)CRWjRQNJ3`lA_1]427(eY5T=$,Y+VDOf:+#BRH%)f.'X!UkiNO-jkn)E2o*jBosC\FMat.'#TQ$):_/Z37(6l]LWCm3Hr=K^'CYNh/&.]7dlZ!%=%F-F_",I+N'c[9CJs2'&E=(lT!W$e,nHk3WaqHfVS5FB*Eu6lj3gDiNhWgs!J3jF]ium1daAfQ*hFbc75YhIETmdr"2?RVp*ljQ*875IA%n*2QcOoip?$VqTMPG]._AnE0kFRn&Q&kLGW"Xpd^%[email protected]#Z7o3.buFn544'N^fEb3VT6UIH#CLjbgoLr\QRoICEZ1>nFVOM*l+tPcK-r]H$%Q6L7f*Uhc*pHKK1Y#3BS?&O5I2Kg<8ISTGa,&Z6$etU;(WRNe]+O4b*-q4U%pUi0jG4DG*V8TFG22([email protected]'%.Op8W:.)B[H>HXZ62pHRf-hp0p`V]U!0^>[email protected]`;SLr!it&4mMQWL"D\Mp:j\"](\+`cf;B),p.l-.t:52*7'='pT7eel\3siHduj-DS(YX?>,7Cq_dTD5'[email protected],4=Kktje0rdHue%L3;T,[email protected]&ubAMCBV,'j%G1fI]T""/X$T>.#D=Pr$V7f"^Ve\6UKbgVq2iE1Oe9`,594IM<9h0"\\7V"0?9_DPHW[;=^dZ"el9/)$-[b*S,G%8NL&X5E9Xq$^*4Bma?:\2_!j-\#bFu7*GgLK-Mq"Ja_3*SEVX.aWr;=YiLsW06W:9,eiNd6RC)]1Y\_KET\SfK3UeK>OLOU:Y[j0M/f*7.EGEW:Y(cQcm=g%cdXtF>[email protected]=YR-faH$.]B^QgfroRcNn-j8cHW,rcW*sU//q6E&4GZ#f]3M+BYHXB>SOl5)7%S^l>NBRgfp7:;'^gWFV["K;Z5Q5DN*=*JmQNW3$eKIFI"ZKd*+`:8k26^=XRX\/#[email protected]&]0Wl?a[)i6kKZ3O+T;Ali=b"Hdg:Q;I;no=k-6T^lF1MRSno&"31P[`g[Y8gcts=f5X:PohdMa.3U:mY.`]>:4FZR'N;'VRf;(,3oYR5!_5485HFf\/2HFmF?gG0)"r6\r)E!+L4bXmOdaY2`"f%.\/,k7"%jn%MmiH?WUGW"HcR\50$;$$Z=B&8p_^+eY%*`0k=>6pK(ND"HcRZJU`dl-=H['I(AF:F%NuTDDf+8&$eNB\'hJJ2GO4O+96c%LUH>/3*H6WjWADfN+L!3.D[Wd\[email protected][p!hYQ]D54hVks*39c/G=2D(eS)e?U^(gKY>qE\,:GO1L6d7+)cLZToT?dU"I=%05HZp"nscuiF1tU>5Uh'([M1bC%:MlHMbDSKqm)$i1.Is#2^Yr998\`Hbj$_])jFNhsj9Ka3pW7(3<[email protected]@'tQna9-=ENhsqhU:jsJG2FeP>s0+<0sK)=/TKs-d]p1TZ!]6;07?NUCWBtcrM)]TA&0=80,uPa9:_#J#gj(S$h"khb-?5)3!1[JoKl[of2ac4[VXV+?cs=n(]u:&f(*]L03GlqPY>[email protected][S-=2koF-SYi!H(3Ybo(p;1t#WUr5&HnSU*Gb!AY`bjuf%'2j"$i;I=0O&q:s)bVoiP%601f(;:[email protected]]mp3&UbeQ*a[m&Q%Rm;fXn%;tjpg<2H7lous*_H,,Gr[XO3]8K#LK'cI,Q[-/E6L8X7O\UTWXM$;c3gG/@L$Jp.Q1j`gWO,?*K6`_#>=F#m*@_,Sf+OWUT:Y-*;MfZMm#UQ'c;[email protected]/6h\[email protected]#$/*IeXVW2FsLTQj]d0h86\S-M"Y[(_SPn&L/CmFq!FJtT)b^2"q0#2>GWgI>1H(T1.-(O-5ktppGVoQQ=gY.T^=KCCB%'8+7.X6tqW#5KK?S>NQGZ-QIgbQ&DAR7gN;SW`eV.^W&Te/eI.\@4l40L[aE+=X/K1Da+l\,["Y,YYWV6/mlPdNPn\UbbI+Im3l0A3OM9^s&X]>IsZbW]>SkCD7m\h$0CY)`:@..`?EN6EBmVl<7g22Gp#8IN2dVus;(l&N8\*\tf%+m9Ns\4XoE%6l3-(\$H1_?]8_`R=3>bjQ0rq^JFJNH[25cpM0V=&[/TPH!k#G+!CAh9r;E?B'Q)X:)k*$56%jK;Xm_chtLKUZhGajIEcT?EiL\Vo7gdeJgIA_\"`F:oWOc[P`eZ$F;:T>5Fkoc/b'_B**+_m8B8_*$"I?BW-/Cfgg_?#hbL&2iX18!Qm*g0P2OAq3OHqn)s=IGF85WV/6]s)[email protected]_S%",7Ne8'/[_G%0h$8paQi;e`-_DRJDLlUD]Q#9SHfs.L#iCkOa,;Eg,uB?Z(8]JCf2q/KH"F)I93q'm_TleF+.B#g)bV'g:S3B^$)me`_3LF.nLpTuT$D8?Wj/:d:mbYoqZX-%St_A78qBma(Ho6umh99E\Cc=t6I,A,M>[#,P!+ago;ft7sn=I`FAkfs*D=CoF0nuSf77>e#(J$[[[email protected]++Zrdq%#G\4D=)"Com+r+cuLk(XO2=\=D"XnicGP*V7\Cnn>CTU1qmWdha,H)8?t_FC46hT+H5=$I#M,gH=;F$.DdCFb1rJM]dGCu6R7D)S$umqOYVf8S;nG#*[email protected]#;)90,_g5M[Ubq+12HK;OrPZ#Honsc3fPdqepl%E3RY"VZRoC5:UXl3OYP"aLmfTgSri-8Y1.^k\&/>#OX/Hqbugo%.ufHaQLGt/Q'EWJ'=($TH1ed'3D1Vh[RR[]L&g\$ZCIX98[9`)>>=:Ge;rrJWmQ[*=_V-"ZJ;3%8[9`)oP,m6*^)L\LDOMj8[[email protected];[email protected]=33U%/-teAbak#\S>5-EX.bX32`@/l`HD2Zh]W'FfJRpt==.t3]7nL-Y!ZsdsoQE9)']flh;:7%&[>uIf*[email protected]]NQ^[\m3arfb3^$?g/`,HGk#K0QTlLo<8[q6>&%U3NGLMi62mP&QDh$*`!hm%l4%8PW*H-/n]KUWL0[-!\a4/.'ql&Dq8?cW3):P[p#Q/.!-^anrKPmu3c'!+,*r!0FbHsld-f+%#B+$02P&^_u.DJpDOdcU"=VrLE)GN(qiU5odD8RjfSTMm(Z]-eq8[sB$kGgbM%LAH.0MK>@R^&0>`F]OZUc6^>A(1/!'IMoSY#fqS`WIk(RBn;8au.o+q-l.8k7LqI_CsfIZH5dmi]k`6XKh8k3O4Kn([email protected]^M'IN&_rQil#Ml0S'gZVK&>n_V[@*b`2.3EU*[email protected]?pUG3b.O1t!`E=#(h0Cs((V`[j`GFH+jf]%E1`.d^M`a4Ri6<2E0tMX-R5XKa3e#)ucM-KuFcf4_Q<7of,lk`[email protected]\8Wi9p9Z6[kG9qj'dEJS$O53dP]a^_.q0h`0$(J7D:!tm[V=&*A%B4MeU-lr7h5;_sdUi>^ajh:?)]L\J6([email protected]`]'fgLUSI="OcR\\,O=io24&"=IqB0hu^CG`'2CBW!6CCa_9]l-QD8s=E=?S/hBhN(hfCs7JfC"I$-q:1cO9i_:]'Xcfp[\g&]C"MnRP,n!KW%Gm+/4btJNFiSM\_>JqaY)eG,1_+u,k'=9\m?4YC:2'Q#_%;d/Pb"W>-,q_995oCTpHKCA)G"[email protected]>di-sNBNE:ULNP([!L\GbDrA\!XjpLZ#P-UMN`3,NP"R]+(af\;1W3m`,[email protected]\O-o:FFYYlC0O8['&m^[email protected]@,#F,Ht7!GUPsp)/o]$d3,Pd[f8W$Ur7`7=%](?f$b7[)b^qfgfBCu_N*^]/V2Z$L*+"sY\hYer'.9lB1)@a>$HW(C+C=dB(!m-)#]cNnfI&m'hd45:=/;TL5NHd[JC>.O*,9"T]j290EO.o+,Ge^S"oKkg"gn-khNc3]K7Q#&WJeO.(>KqHdgV>NOihTj)manA*[eo`S`pp1nrC*\_5hllQ'4^[email protected]=uV&1?i`'n"kkUQHk.Zj7NgGGqZ(BbtfR;QD\KAFI;g$f[sfUX]]Q>[email protected]&m/:qN.'aX]E7qGWRVo6Z=DOO7BVK-$b`W4)>j+:?#e;qj"f^sg\Xj;LJ:p5-Li#!??3HM-^[email protected]^@[email protected]!R4nf[CmZiG1`#_Bc>Q9bfE/[>A)'oZh51qcXL\h^YOBdkBi50\hUJfC.ll"Rt+.h>46lD6WKS^lSuH9C3r0[=P/uEBc>K7g.coFD*6Rg9i$2^?.u0IX0gT^BiHY5H=GKQhj.*(`bcaB;g(90.Cn0hO.&"Db^q[Z2fnoek-4\as0(;D1i`]mY!&RJ\]a$-']9rqaEC)5hDKm[2'P"`(I7]oYW!qt?ba1_.]RL:Yk(Q]eC,*qnKq3=F9bg!'/+2=ihKGL(\s)H_[Wm4[[email protected]$ICiQ\)L#b?C(>[email protected]<33[WNhkHQ"o88'b%0l)Q^Bs+rflX)]@BWH?1B^.`EZ`jVG>.ZLba*p;^#)u4*feJ\tQ05Spc1mL#k:U>NG.R,ughIjl'H/kn([email protected]$(j4A*IT>96b$pN+;a4Ri6<2FS7`CFP7o!HZC;f]._VJI&*Al5"sS,)9`*a_!:a+)G++9/Zqs.3#[email protected];[email protected];sE?/%tO)Fm5dnemF"A"g2dmJXOP6`)CA;fsmooc2GQ2?.c;s7/>Pqkp;Q8mTn*7gIJt1g`a9FhN"d;jtS5.\[email protected]'/r_AbWDX;g\Z!^KoB.KVWqdm^;j=C4k9+R$![%H`&1:Ff64p8")2YBVmDu)hO?EiVD+$FG[GqR:YX6G9/"[email protected]:rBoMo&HJbfNM"J)S-8LJ1sJq][email protected]\4_*+#ckOJk%4A:SacgS7l=aF.HEkHl*t4RD-qq%n]V,/f[`Nj>MfX#(Aq95`)U)!PDt\[email protected]*\BWA?I"DG=Q0Pjmk.4BL_%W_UR5V&*o0;">8I)V/T>XtLabEoquamXF`MRc\JJHgVE?\UUVSV09kUSZ=2uM\?#icR7'3XVia`[][email protected]+cU6hG$5RDe:C?FR`!oK29/TTA'['_'ZNEBpR(bU#L?4(YGTWGI]^:*\S/L?KitEmB(n6L\M#/mI^A4Cc-eNAW5ja(m\>YLWF#$V)lb`3C/G173X3use[u-n2%[email protected]*(%9o\ICAZqRiXO9#KqRSG=]d^";TG*Fs$NqFXCuks76+1?PX`XXqWlG#`q),ag=V.FQ>/NamUb9!k1)7n2q1s^G/p"9-6&RG+6)'(31IJs7JW[L-r#SCm`airZg75ZoZX?bF#KLhF,BR0LjAZQY3/!arKERkLW$\h&Ygh.hH(Ae_$TB&GgtCg24rblen1q2DQr[#[email protected]]KFe)PCXZB=oM_)21^q?59\i)O*[P^q&O!_VX!?u)%Sqp9[48BS8[PgmLL]C[Hm"[email protected]+k8k)rY/H2)'8a;q0Y'8*=Z,\H3oc1WJ2k=%-$Bqea'%`UumXVHQ?p#+gs/\0";02:dYIm]l$`*3kk^$R'chEP^O.58YDdDgh]_Vs](kl*g99=HiV#01L0?n`j#?dO`qEiH1\2$J#1-o/0?fu&tP5J.e:[H35d`O[-,IIZRo.9X]HoK*?]g'/)bL,(R`]B)4g!,#l;E5`CX0;P#oWNjPQ=XC%AX)jZSTD/9.UGhVVfkN+fD!5Lp#;$b0`F_kpBC(i^39Qqfc2'J^'d%YheFiarb;/%4=e-p_`[email protected]>p#+gh"E7&*G=j=HHS.[9&u1p]Jf?1J,a2B*[email protected]&3cla[SHqM5JKaGbg?:'q_/bj&$%DOSeqcZIW+U`U+a'^?dY)F35>Dgu.T80(a`hLtDJXY>d=#o-rol[aE>lPQ!_]bFLaqt9pr7KN1\j!"L[#>6'3.8!^s%BouO3/,"P7!c2rTVo=$XE[QF/K1>+GX)CW>i_)f(JR3>@]l`_s'7`IP7'qH)ScVUAj#W`.\B_/$gkg8is?q%[)iO;:ij`/tVn,ILX>9rt[:2ppKj.?Kl+R8E^7N20F=0lC$=d;/lFCB[R:Nf7)7W;H_Up/TLC/Q_$X)3^2&FDLVEDIR9)*sX)s#:UakAk=.?al=2UgtHd/mr>q>7\prZAkq$eR#0mb(D^HP(@Y?pF&"K;"sjoTGmPLQ'ncen]1Z[_Z.M$4EZd'^[BK#[email protected]+mSZ\6
National College Kentucky, Smirnoff Whipped Cream Vodka Carbs, Washtenaw County Health Disparities, Maytag Canada Promotions, Cajun Shrimp And Sausage Alfredo,