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11 dict begin
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%!PS-AdobeFont-1.1: CMMI5 1.100
%%CreationDate: 1996 Aug 02 08:21:10
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMMI5) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMMI5 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
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readonly def
/FontBBox{37 -250 1349 750}readonly def
/UniqueID 5087380 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMSY7
%!PS-AdobeFont-1.1: CMSY7 1.0
%%CreationDate: 1991 Aug 15 07:21:52
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSY7) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.035 def
/isFixedPitch false def
end readonly def
/FontName /CMSY7 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 0 /minus put
dup 50 /element put
dup 54 /negationslash put
dup 80 /P put
readonly def
/FontBBox{-15 -951 1252 782}readonly def
/UniqueID 5000817 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMEX10
%!PS-AdobeFont-1.1: CMEX10 1.00
%%CreationDate: 1992 Jul 23 21:22:48
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMEX10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMEX10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 48 /parenlefttp put
dup 49 /parenrighttp put
dup 56 /bracelefttp put
dup 58 /braceleftbt put
dup 60 /braceleftmid put
dup 62 /braceex put
dup 64 /parenleftbt put
dup 65 /parenrightbt put
dup 80 /summationtext put
dup 88 /summationdisplay put
readonly def
/FontBBox{-24 -2960 1454 772}readonly def
/UniqueID 5000774 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMSY10
%!PS-AdobeFont-1.1: CMSY10 1.0
%%CreationDate: 1991 Aug 15 07:20:57
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSY10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.035 def
/isFixedPitch false def
end readonly def
/FontName /CMSY10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 0 /minus put
dup 2 /multiply put
dup 20 /lessequal put
dup 80 /P put
readonly def
/FontBBox{-29 -960 1116 775}readonly def
/UniqueID 5000820 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMMI7
%!PS-AdobeFont-1.1: CMMI7 1.100
%%CreationDate: 1996 Jul 23 07:53:53
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMMI7) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMMI7 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
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dup 100 /d put
dup 104 /h put
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dup 106 /j put
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dup 110 /n put
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readonly def
/FontBBox{0 -250 1171 750}readonly def
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currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMMI10
%!PS-AdobeFont-1.1: CMMI10 1.100
%%CreationDate: 1996 Jul 23 07:53:57
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMMI10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMMI10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 58 /period put
dup 59 /comma put
dup 60 /less put
dup 62 /greater put
dup 67 /C put
dup 68 /D put
dup 70 /F put
dup 83 /S put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 107 /k put
dup 109 /m put
dup 112 /p put
dup 116 /t put
dup 120 /x put
readonly def
/FontBBox{-32 -250 1048 750}readonly def
/UniqueID 5087385 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMBX10
%!PS-AdobeFont-1.1: CMBX10 1.00B
%%CreationDate: 1992 Feb 19 19:54:06
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMBX10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Bold) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMBX10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /fi put
dup 45 /hyphen put
dup 46 /period put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 65 /A put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 73 /I put
dup 77 /M put
dup 82 /R put
dup 84 /T put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
readonly def
/FontBBox{-301 -250 1164 946}readonly def
/UniqueID 5000768 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMTI10
%!PS-AdobeFont-1.1: CMTI10 1.00B
%%CreationDate: 1992 Feb 19 19:56:16
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMTI10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMTI10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 11 /ff put
dup 12 /fi put
dup 14 /ffi put
dup 45 /hyphen put
dup 46 /period put
dup 77 /M put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 120 /x put
dup 121 /y put
readonly def
/FontBBox{-163 -250 1146 969}readonly def
/UniqueID 5000828 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMBX12
%!PS-AdobeFont-1.1: CMBX12 1.0
%%CreationDate: 1991 Aug 20 16:34:54
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMBX12) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Bold) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMBX12 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 45 /hyphen put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 65 /A put
dup 67 /C put
dup 68 /D put
dup 73 /I put
dup 78 /N put
dup 82 /R put
dup 97 /a put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 119 /w put
dup 120 /x put
dup 121 /y put
readonly def
/FontBBox{-53 -251 1139 750}readonly def
/UniqueID 5000769 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMTI9
%!PS-AdobeFont-1.1: CMTI9 1.0
%%CreationDate: 1991 Aug 18 21:08:07
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMTI9) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMTI9 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /fi put
dup 38 /ampersand put
dup 40 /parenleft put
dup 41 /parenright put
dup 44 /comma put
dup 45 /hyphen put
dup 46 /period put
dup 57 /nine put
dup 58 /colon put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 73 /I put
dup 76 /L put
dup 77 /M put
dup 78 /N put
dup 79 /O put
dup 80 /P put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 87 /W put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 121 /y put
dup 122 /z put
readonly def
/FontBBox{-35 -250 1148 750}readonly def
/UniqueID 5000827 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMBX9
%!PS-AdobeFont-1.1: CMBX9 1.0
%%CreationDate: 1991 Aug 20 16:36:25
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMBX9) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Bold) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMBX9 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 46 /period put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 65 /A put
dup 70 /F put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 103 /g put
dup 105 /i put
dup 114 /r put
dup 115 /s put
dup 116 /t put
readonly def
/FontBBox{-58 -250 1195 750}readonly def
/UniqueID 5000767 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMR9
%!PS-AdobeFont-1.1: CMR9 1.0
%%CreationDate: 1991 Aug 20 16:39:59
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR9) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR9 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /fi put
dup 13 /fl put
dup 14 /ffi put
dup 19 /acute put
dup 20 /caron put
dup 24 /cedilla put
dup 39 /quoteright put
dup 40 /parenleft put
dup 41 /parenright put
dup 42 /asterisk put
dup 44 /comma put
dup 45 /hyphen put
dup 46 /period put
dup 47 /slash put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 55 /seven put
dup 56 /eight put
dup 57 /nine put
dup 58 /colon put
dup 61 /equal put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 72 /H put
dup 73 /I put
dup 74 /J put
dup 75 /K put
dup 76 /L put
dup 77 /M put
dup 78 /N put
dup 79 /O put
dup 80 /P put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 86 /V put
dup 87 /W put
dup 90 /Z put
dup 91 /bracketleft put
dup 93 /bracketright put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 122 /z put
dup 123 /endash put
dup 126 /tilde put
readonly def
/FontBBox{-39 -250 1036 750}readonly def
/UniqueID 5000792 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMR6
%!PS-AdobeFont-1.1: CMR6 1.0
%%CreationDate: 1991 Aug 20 16:39:02
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR6) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR6 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 49 /one put
dup 50 /two put
readonly def
/FontBBox{-20 -250 1193 750}readonly def
/UniqueID 5000789 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMR7
%!PS-AdobeFont-1.1: CMR7 1.0
%%CreationDate: 1991 Aug 20 16:39:21
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR7) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR7 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 40 /parenleft put
dup 41 /parenright put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 61 /equal put
readonly def
/FontBBox{-27 -250 1122 750}readonly def
/UniqueID 5000790 def
currentdict end
currentfile eexec
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cleartomark
%%EndFont 
%%BeginFont: CMR10
%!PS-AdobeFont-1.1: CMR10 1.00B
%%CreationDate: 1992 Feb 19 19:54:52
% Copyright (C) 1997 American Mathematical Society. All Rights Reserved.
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 11 /ff put
dup 12 /fi put
dup 13 /fl put
dup 14 /ffi put
dup 34 /quotedblright put
dup 35 /numbersign put
dup 37 /percent put
dup 39 /quoteright put
dup 40 /parenleft put
dup 41 /parenright put
dup 43 /plus put
dup 44 /comma put
dup 45 /hyphen put
dup 46 /period put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 55 /seven put
dup 56 /eight put
dup 57 /nine put
dup 58 /colon put
dup 59 /semicolon put
dup 61 /equal put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 72 /H put
dup 73 /I put
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dup 76 /L put
dup 77 /M put
dup 78 /N put
dup 80 /P put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 86 /V put
dup 87 /W put
dup 91 /bracketleft put
dup 92 /quotedblleft put
dup 93 /bracketright put
dup 95 /dotaccent put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
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dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 122 /z put
dup 123 /endash put
dup 124 /emdash put
readonly def
/FontBBox{-251 -250 1009 969}readonly def
/UniqueID 5000793 def
currentdict end
currentfile eexec
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Fh(k)566 1958 y Fp(1)604 1946 y Fh(;)14 b(k)684 1958
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b(is)h(prop)r(ortional)e(to)h(the)h(in)n(tersecting)f(area)f
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4274 y Fh(i)27 b Fq(is)h(giv)n(en)f(b)n(y)1625 4390 y
Fh(S)1676 4402 y Fg(i)1727 4390 y Fq(=)1814 4311 y Fe(X)1822
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(ecies)f(to)523 4830 y(the)22 b(an)n(tigenic)g(en)n(vironmen)n(t.)f
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(the)i(idiot)n(ypic)e(net)n(w)n(ork)g(in)h(its)g(concen-)523
3634 y(tration.)523 3734 y Fi(Recruitmen)m(t.)j Fq(The)g(genesis)g(of)g
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(one)g(marro)n(w)e(pro)r(duction)h(and)h(\(b\))h(clonal)523
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4033 y(generation)f(of)h(random)f(sequences)h(that)g(represen)n(t)f
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(t)523 4332 y(mec)n(hanism)23 b(in)g(the)h(plasticit)n(y)f(of)g(the)h
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h(mate)h(and)f(pro)r(duce)g(new)g(sp)r(ecies)523 4531
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end
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 @endspecial 977 3479 a Fn(\(a\))e(A)f(self)i(elemen)n(t.)1914
3304 y @beginspecial 14 @llx 14 @lly 159 @urx 161 @ury
1450 @rwi @setspecial
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(ulation)g(actors.)523 4033 y Fi(Co)s(ding)f(the)h(arti\014cial)h(agen)
m(ts.)c Fq(Eac)n(h)e(lympho)r(cyte)i(is)g(co)r(ded)f(as)g(a)h(binary)f
(string)523 4132 y(that)42 b(represen)n(ts)d(its)j(imm)n(une)g(sp)r
(eci\014cit)n(y)-7 b(.)41 b(F)-7 b(or)41 b(the)g(exp)r(erimen)n(t)h(w)n
(e)f(use)g(binary)523 4232 y(strings)24 b(of)h(the)h(same)e(dimension)h
(as)g(for)f(the)i(en)n(vironmen)n(t.)e(Eac)n(h)g(p)r(osition)h(is)g
(either)523 4332 y(00)i(or)f(11.)h(Figure)g(1)g(illustrates)g(the)h
(matrix)f(represen)n(tation)f(of)i(an)f(agen)n(t.)523
4431 y Fi(Co)s(ding)44 b(the)h(guided)g(tour.)39 b Fq(The)g(b)r(eha)n
(vioural)f(pattern)h(that)g(w)n(e)g(learn)g(is)g(\\a)523
4531 y(guided)25 b(tour")g(to)g(a)g(m)n(useum)h(ro)r(om.)e(Besides)h
(the)h(represen)n(tation)d(of)j(the)g(ro)r(om)e(and)523
4631 y(the)e(visitors,)e(it)h(is)g(imp)r(ortan)n(t)g(to)g(learn)f(ho)n
(w)h(the)g(tour)g(pro)r(ceeds,)f Fj(i.e.)p Fq(,)j(it)f(is)f(necessary)
523 4730 y(to)j(de\014ne)g(the)g(set)f(of)h(rules)f(that)h(go)n(v)n
(ern)e(the)i(guided)f(tour.)h(The)f(aim)h(of)g(the)g(training)523
4830 y(phase)j(is)h(to)f(select)h(the)g(agen)n(ts)e(that)i(are)e(able)i
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(in)h(the)h(mo)n(v)n(emen)n(t)e(of)g(a)h(group)f(of)h(p)r(eople)f
(around)g(a)523 548 y(m)n(useum)40 b(ro)r(om)f(\(place)h(where)g(the)g
(exhibition)h(is)e(taking)h(place\).)g(The)g(group)f(is)523
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b(,)523 747 y(a)n(v)n(oiding)32 b(p)r(ossible)h(obstacles.)f(The)i
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847 y(\(listening)27 b(to)g(the)g(explanations)e(of)i(the)g(guide\).)g
(In)g(the)g(presen)n(t)f(case,)g(there)h(are)f(10)523
946 y(visitors)g(delimited)j(b)n(y)e(a)g(6)18 b Ff(\002)g
Fq(6)27 b(square.)523 1046 y Fi(Computing)22 b(the)h(dynamic)h
(equation.)c Fq(The)g(non-linear,)f(autonomous)g(dynamic)523
1146 y(system)28 b(referred)f(in)h(section)g(2)g(is)g(not)g(in)n
(tegrable)f(b)n(y)h(algebraic)e(means.)i(Therefore,)523
1245 y(w)n(e)g(compute)g(a)g(n)n(umeric)g(appro)n(ximation)e(using)i
(Euler's)f(metho)r(d)i(that)g(su\016ces)e(for)523 1345
y(the)32 b(study)f(of)g(its)g(dynamics.)g(The)h(concen)n(tration)d(of)i
(eac)n(h)g(lympho)r(cyte)g(sp)r(ecies)g(is)523 1445 y(appro)n(ximated)
26 b(in)i(eac)n(h)f(sim)n(ulation)g(step,)h(using)1393
1621 y Fh(x)1440 1633 y Fg(i)1468 1621 y Fq(\()p Fh(t)19
b Fq(+)f(1\))k(=)h Fh(x)1863 1633 y Fg(i)1891 1621 y
Fq(\()p Fh(t)p Fq(\))c(+)f Fh(hf)9 b Fq(\()p Fi(x)p Fq(\()p
Fh(t)p Fq(\)\))p Fh(:)523 1797 y Fq(Since)36 b(w)n(e)f(can)g(tak)n(e)g
(a)h(discrete)f(sim)n(ulation)g(time,)h(and)f(the)h(concen)n(tration)f
(of)g(all)523 1897 y(sp)r(ecies)29 b(are)f(computed)h(at)f(eac)n(h)g
(instan)n(t,)h(w)n(e)g(let)g Fh(h)c Fq(=)g(1.)j(Hence,)h(the)h(appro)n
(ximate)523 1996 y(v)-5 b(ariation)28 b(of)g(the)h(concen)n(tration)e
(of)i(a)f(lympho)r(cyte)h(sp)r(ecies)f Fh(i)h Fq(b)r(et)n(w)n(een)f
(time)h Fh(t)g Fq(and)523 2096 y Fh(t)18 b Fq(+)g(1)28
b(is)f(giv)n(en)g(b)n(y)799 2367 y Fh(x)846 2379 y Fg(i)874
2367 y Fq(\()p Fh(t)19 b Fq(+)f(1\))23 b(=)g Fh(x)1270
2379 y Fg(i)1298 2367 y Fq(\()p Fh(t)p Fq(\))c(+)f Fh(x)1541
2379 y Fg(i)1569 2367 y Fq(\()p Fh(t)p Fq(\))1677 2200
y Fe(0)1677 2349 y(@)1750 2367 y Fh(k)1793 2379 y Fp(2)1830
2367 y Fh(F)1883 2379 y Fg(i)1930 2367 y Ff(\000)g Fh(k)2056
2379 y Fp(3)2093 2367 y Fh(x)2140 2379 y Fg(i)2168 2367
y Fq(\()p Fh(t)p Fq(\))h(+)g Fh(k)2408 2379 y Fp(1)2459
2288 y Fe(X)2466 2467 y Fg(j)s Fd(6)p Fp(=)p Fg(i)2593
2367 y Fh(m)2666 2379 y Fg(ij)2724 2367 y Fh(x)2771 2379
y Fg(j)2806 2367 y Fq(\()p Fh(t)p Fq(\))2900 2200 y Fe(1)2900
2349 y(A)2987 2367 y Fh(:)523 2638 y Fi(Generation)33
b(of)g(new)g(lympho)s(cyte)f(sp)s(ecies.)27 b Fq(The)i(generation)e(of)
h(new)h(sp)r(ecies)523 2738 y(sets)18 b(three)g(attributes:)h(\(1\))f
(the)h(bit)g(string)f(that)g(represen)n(ts)f(the)i(receptor's)e
(molecules;)523 2837 y(\(2\))28 b(the)g(initial)g(concen)n(tration;)e
(and)h(\(3\))h(the)g(activ)-5 b(ation)27 b(threshold.)648
2937 y(The)f(pro)r(cess)e(inspired)i(in)g(the)g(b)r(one)g(marro)n(w)e
(pro)r(duces)h(agen)n(ts)g(with)h(a)g(random)523 3037
y(generated)38 b(receptor)f(bit)j(string)e(\(the)h(probabilit)n(y)f(of)
h(the)g(fragmen)n(t)f(00)g(is)g(equal)523 3136 y(to)i(the)g(probabilit)
n(y)f(of)g(the)i(fragmen)n(t)d(11\).)i(The)g(initial)g(concen)n
(tration)e(and)i(the)523 3236 y(activ)-5 b(ation)30 b(threshold)g(are)g
(set)g(to)g(the)h(sim)n(ulations)f(parameters)f Fh(C)2735
3248 y Fg(in)2834 3236 y Fq(and)i Fh(D)3068 3248 y Fg(in)3136
3236 y Fq(,)g(re-)523 3335 y(sp)r(ectiv)n(ely)-7 b(,)25
b(\014xed)h(along)e(the)i(sim)n(ulation.)f(The)h(results)f(w)n(e)g
(presen)n(t)g(w)n(ere)g(computed)523 3435 y(with)j Fh(C)771
3447 y Fg(in)863 3435 y Fq(=)23 b(0)p Fh(:)p Fq(2)k(and)g
Fh(D)1315 3447 y Fg(in)1407 3435 y Fq(=)22 b(408.)648
3535 y(The)f(pro)r(duction)f(of)h(agen)n(ts)f(in\015uenced)i(b)n(y)e
(clonal)g(selection)h(is)g(based)f(on)h(genetic)523 3634
y(algorithms,)f(as)h(describ)r(ed)g(in)h([Gol89)o(],)g(iden)n(ti\014ed)
g(as)e(the)i Fj(simple)k(genetic)e(algorithm)p Fq(.)523
3734 y(The)i(algorithm)e(ma)n(y)h(b)r(e)h(decomp)r(osed)f(in)h(t)n(w)n
(o)f(ma)5 b(jor)24 b(parts:)h(\(1\))h(random)e(selection)523
3834 y(of)30 b(the)g(w)n(ell-\014tted)g(agen)n(ts)f(and)g(\(2\))h(pro)r
(duction)g(of)g(new)g(agen)n(ts)e(using)i(genetic)g(op-)523
3933 y(erators,)c(namely)h(crosso)n(v)n(er)d(and)k(m)n(utation.)648
4033 y(The)h(selection)g(of)h(mates)f(is)g(random,)g(but)h(prop)r
(ortional)e(to)h(the)h(concen)n(tration)523 4132 y(of)e(eac)n(h)e(sp)r
(ecies.)i(Therefore,)e(dominating)h(sp)r(ecies)h(are)e(lik)n(ely)h(to)h
(b)r(e)g(selected.)648 4232 y(The)j(op)r(erations)f(of)h(crosso)n(v)n
(er)c(and)k(m)n(utation)g(are)g(standard.)f(F)-7 b(or)30
b(the)i(former,)523 4332 y(w)n(e)38 b(randomly)g(pic)n(k)g(a)h(cutting)
g(p)r(osition)f(and)h(generate)e(t)n(w)n(o)h(o\013springs)g(as)g
(illus-)523 4431 y(trated)24 b(in)h(\014gure)f(2\(a\).)h(The)g(concen)n
(tration)e(of)h(eac)n(h)g(o\013spring)g(corresp)r(onds)f(to)i(that)523
4531 y(of)j(the)h(\(genetically\))e(closest)h(paren)n(t,)f(m)n
(ultiplied)i(b)n(y)f(its)g(\014tness)g(co)r(e\016cien)n(t.)g(Th)n(us,)
523 4631 y(the)g(o\013spring's)f(concen)n(tration)f(re\015ects)h(the)h
(adequacy)e(of)i(its)f(paren)n(ts)g(to)g(the)h(an)n(ti-)523
4730 y(genic)g(en)n(vironmen)n(t.)g(Similarly)-7 b(,)29
b(the)g(activ)-5 b(ation)28 b(threshold)g(is)h(computed)g(from)g(the)
523 4830 y(activ)-5 b(ation)27 b(threshold)h(of)f(the)h
(\(genetically\))g(closest)f(paren)n(t)g(incremen)n(ted)g(with)i(the)p
eop end
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%%LanguageLevel: 2
%%Pages: 1
%%BoundingBox: 14 14 210 86
%%EndComments
%%BeginProlog
% Use own dictionary to avoid conflicts
10 dict begin
%%EndProlog
%%Page: 1 1
% Translate for offset
14.173228346456694 14.173228346456694 translate
% Translate to begin of first scanline
0 71.485967379077621 translate
195.27874015748034 -71.485967379077621 scale
% Image geometry
336 123 8
% Transformation matrix
[ 336 0 0 123 0 0 ]
% Strings to hold RGB-samples per scanline
/rstr 336 string def
/gstr 336 string def
/bstr 336 string def
{currentfile /ASCII85Decode filter /RunLengthDecode filter rstr readstring pop}
{currentfile /ASCII85Decode filter /RunLengthDecode filter gstr readstring pop}
{currentfile /ASCII85Decode filter /RunLengthDecode filter bstr readstring pop}
true 3
%%BeginData:        17394 ASCII Bytes
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end
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%%EndDocument
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3545 y(arti\014cial)24 b(agen)n(ts)g(that)h(co)n(v)n(ers)e(an)h(an)n
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(non)g(plausible)g(b)r(eha)n(viour.)523 4044 y Fk(References)523
4268 y Fn([AN87])42 b(Gordon)24 b(L.)f(Ada)f(e)h(Sir)g(Gusta)n(v)g
(Nossal.)31 b(The)24 b(clonal-selection)h(theory)-6 b(.)29
b Fl(Scienti\014c)624 4360 y(A)n(meric)l(an)p Fn(,)e(257\(2\):50{57,)i
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4549 y(mec)n(hanism.)53 b(T)-6 b(ec)n(h.)32 b(rep)r(ort)f
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624 4640 y(plinaires)c(et)f(de)f(D)n(\023)-36 b(ev)n(elopp)r(emen)n(ts)
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4739 y([Bur59])43 b(F)-6 b(rank)29 b(MacF)-6 b(arlane)31
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b(T)-6 b(r)l(ansac-)624 1453 y(tions)28 b(on)g(Softwar)l(e)h(Engine)l
(ering)p Fn(,)e(1995.)523 1544 y([FPP86])44 b(J.)30 b(Do)n(yne)e(F)-6
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Fn(,)d(22:187{204,)j(1986.)523 1727 y([Gol89])44 b(Da)n(vid)17
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Fn(.)36 b(Addison-W)-6 b(esley)g(,)25 b(1989.)523 1910
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