第三章 模糊神经网络.mht

神经网络模型介绍神经网络模型的定义,理论的推导以及仿真图表

tcTWtaOstvjK5Mjr0MW6xcrHwaXK9Lqvyv2jrNKyvLTKx9LUwtvT8tSqy9i8sMbkwaXK9LbIse3K
vqOsucrU2sq9KDMtOCnW0KOsWDxTVUI+bjwvU1VCPih0KcrHxKO6/cG/oaMgDQogICAgICA8L1A+
DQogICAgICA8UD7NrMDto6zN+MLn1tC1xMioz7XK/c/ywb/Ssr/J08PG8MGit73M5Vswo6wxXTxT
VVA+bisxPC9TVVA+1tC1xNDFusWx7cq+o7o8L1A+DQogICAgICA8RElWIGFsaWduPWNlbnRlcj4N
CiAgICAgIDxDRU5URVI+DQogICAgICA8VEFCTEUgY2VsbFNwYWNpbmc9MCBjZWxsUGFkZGluZz0w
IHdpZHRoPSI4MCUiIGJvcmRlcj0wPg0KICAgICAgICA8VEJPRFk+DQogICAgICAgIDxUUj4NCiAg
ICAgICAgICA8VEQgd2lkdGg9IjgwJSI+PElNRyBoZWlnaHQ9MzIgDQogICAgICAgICAgICBzcmM9
Imh0dHA6Ly93d3cuZnVubnlhaS5jb20vQUkvQm9vay9EaWd0YWxOTi82LmZpbGVzLzYuaHRtOS5n
aWYiIA0KICAgICAgICAgICAgd2lkdGg9NDE3IGJvcmRlcj0wPjwvVEQ+DQogICAgICAgICAgPFRE
IHdpZHRoPSIyMCUiPigzLTkpPC9URD48L1RSPjwvVEJPRFk+PC9UQUJMRT48L0NFTlRFUj48L0RJ
Vj48L1REPjwvVFI+DQogIDxUUj4NCiAgICA8VEQgd2lkdGg9IjEwMCUiIGhlaWdodD05Pg0KICAg
ICAgPFA+1NrKvSgzLTkp1tCjrMioz7XK/Vc8U1VCPm48L1NVQj4odCnEo7r9wb+jrNXiyrG1xMnx
vq3Uqr3hubnI5828My0xy/nKvqGjIDwvUD4NCiAgICAgIDxQPrbU09rK5MjrWDEsWDJbMCwxXaOs
tqjS5UFORLLZ1/fOqlTTs8nko7o8L1A+DQogICAgICA8UD5UOlswLDFdKlswLDFdoaqhqlswLDFd
PC9QPg0KICAgICAgPFA+vLQ8L1A+DQogICAgICA8RElWIGFsaWduPWNlbnRlcj4NCiAgICAgIDxD
RU5URVI+DQogICAgICA8VEFCTEUgY2VsbFNwYWNpbmc9MCBjZWxsUGFkZGluZz0wIHdpZHRoPSI4
MCUiIGJvcmRlcj0wPg0KICAgICAgICA8VEJPRFk+DQogICAgICAgIDxUUj4NCiAgICAgICAgICA8
VEQgd2lkdGg9IjgwJSI+PElNRyBoZWlnaHQ9MjUgDQogICAgICAgICAgICBzcmM9Imh0dHA6Ly93
d3cuZnVubnlhaS5jb20vQUkvQm9vay9EaWd0YWxOTi82LmZpbGVzLzYuaHRtMTAuZ2lmIiANCiAg
ICAgICAgICAgIHdpZHRoPTM4NCBib3JkZXI9MD48L1REPg0KICAgICAgICAgIDxURCB3aWR0aD0i
MjAlIj4oMy0xMCk8L1REPjwvVFI+DQogICAgICAgIDxUUj4NCiAgICAgICAgICA8VEQgd2lkdGg9
IjgwJSI+PEZPTlQgDQogICAgICAgICAgICBzaXplPTI+zazA7aOstqjS5U9SstnX986qU9OzyeQ8
QlI+UzpbMCwxXSpbMCwxXaGqoapbMCwxXTxCUj68tDwvRk9OVD48L1REPg0KICAgICAgICAgIDxU
RCB3aWR0aD0iMjAlIj48L1REPjwvVFI+DQogICAgICAgIDxUUj4NCiAgICAgICAgICA8VEQgd2lk
dGg9IjgwJSI+PElNRyBoZWlnaHQ9MjUgDQogICAgICAgICAgICBzcmM9Imh0dHA6Ly93d3cuZnVu
bnlhaS5jb20vQUkvQm9vay9EaWd0YWxOTi82LmZpbGVzLzYuaHRtMTEuZ2lmIiANCiAgICAgICAg
ICAgIHdpZHRoPTM2NSBib3JkZXI9MD48L1REPg0KICAgICAgICAgIDxURCB3aWR0aD0iMjAlIj4o
My0xMSk8L1REPjwvVFI+PC9UQk9EWT48L1RBQkxFPjwvQ0VOVEVSPjwvRElWPjwvVEQ+PC9UUj4N
CiAgPFRSPg0KICAgIDxURCB3aWR0aD0iMTAwJSIgaGVpZ2h0PTE1OT4NCiAgICAgIDxQPrKix9Kj
rLao0uVOstnX986qTtOzyeSjuiA8L1A+DQogICAgICA8UD5OOlswLDFdoaqhqlswLDFdPC9QPg0K
ICAgICAgPFA+vLQ8L1A+DQogICAgICA8UD5ZPFNVQj5OPC9TVUI+PU5bWDxTVUI+MTwvU1VCPl09
MS1YPFNVQj4xPC9TVUI+Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7
Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7IA0KICAgICAgKDMtMTIpPC9QPg0K
ICAgICAgPFA+ucq2+NPQIE4oMCk9MaOsTigxKaO9MKOsTk4oeCmjvVg8L1A+DQogICAgICA8UD62
1NPaVKOsU8vj19OjrNTy09DI58/C1tjSqtDU1sqjujwvUD4NCiAgICAgIDxQPlQoMKOsMCmjvTAg
Uygwo6wwKaO9MCANCiAgICAgIDxQPlQoMaOsMSmjvTEgUygxo6wxKT0xIA0KICAgICAgPFA+VCgx
o6xYKaO9WCBTKDCjrFgpo71YIA0KICAgICAgPFA+VChYo6xZKaO9VChZo6xYKSBTKFijrFkpo71T
KFmjrFgpIA0KICAgICAgPFA+zazKsaOsuPm+3U1vcmdhbraowO2jrNTy09DI58/CudjPtaO6IA0K
ICAgICAgPFA+VChYMaOsWDIpo70xLVMoMS1YMaOsMS1YMikgDQogICAgICA8UD5TKFgxo6xYMimj
vTEtVCgxLVgxo6wxLVgyKSANCiAgICAgIDxQPtTau/nT2sSjuv3C37ytstnX97XExKO6/cnxvq3N
+MLn1tCjrMnxvq3N+MLntcTK5Mjrus3IqM+1yv3P8sG/09CjuiANCiAgICAgIDxQPlgodCk8U1BB
TiANCiAgICAgIHN0eWxlPSJGT05ULVNJWkU6IDEwLjVwdDsgRk9OVC1GQU1JTFk6IMvOzOU7IG1z
by1iaWRpLWZvbnQtc2l6ZTogMTAuMHB0OyBtc28tYmlkaS1mb250LWZhbWlseTogJ1RpbWVzIE5l
dyBSb21hbic7IG1zby1mb250LWtlcm5pbmc6IDEuMHB0OyBtc28tYW5zaS1sYW5ndWFnZTogRU4t
VVM7IG1zby1mYXJlYXN0LWxhbmd1YWdlOiBaSC1DTjsgbXNvLWJpZGktbGFuZ3VhZ2U6IEFSLVNB
Ij6hyjwvU1BBTj5bMCwxXTxTVVA+bisxPC9TVVA+IA0KDQogICAgICA8UD5XKHQpPFNQQU4gDQog
ICAgICBzdHlsZT0iRk9OVC1TSVpFOiAxMC41cHQ7IEZPTlQtRkFNSUxZOiDLzszlOyBtc28tYmlk
aS1mb250LXNpemU6IDEwLjBwdDsgbXNvLWJpZGktZm9udC1mYW1pbHk6ICdUaW1lcyBOZXcgUm9t
YW4nOyBtc28tZm9udC1rZXJuaW5nOiAxLjBwdDsgbXNvLWFuc2ktbGFuZ3VhZ2U6IEVOLVVTOyBt
c28tZmFyZWFzdC1sYW5ndWFnZTogWkgtQ047IG1zby1iaWRpLWxhbmd1YWdlOiBBUi1TQSI+oco8
L1NQQU4+WzAsMV08U1VQPm4rMTwvU1VQPiANCg0KICAgICAgPFA+1PLU2snxvq3N+MLnxKPQzSgz
oaoyKdbQo6zIqM+1yv26zcrkyOvQxbrFtcSzy7LZ1/fTw1Sy2df3yKG0+qOsx/O6zbLZ1/fTyXOy
2df3yKG0+qOs1PLT0KO6IA0KICAgICAgPERJViBhbGlnbj1jZW50ZXI+DQogICAgICA8Q0VOVEVS
Pg0KICAgICAgPFRBQkxFIGNlbGxTcGFjaW5nPTAgY2VsbFBhZGRpbmc9MCB3aWR0aD0iODAlIiBi
b3JkZXI9MD4NCiAgICAgICAgPFRCT0RZPg0KICAgICAgICA8VFI+DQogICAgICAgICAgPFREIHdp
ZHRoPSI3OCUiPjxJTUcgaGVpZ2h0PTQwIA0KICAgICAgICAgICAgc3JjPSJodHRwOi8vd3d3LmZ1
bm55YWkuY29tL0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTEyLmdpZiIgDQogICAgICAg
ICAgICB3aWR0aD0xNjAgYm9yZGVyPTA+PC9URD4NCiAgICAgICAgICA8VEQgd2lkdGg9IjIyJSI+
KDMtMTMpPC9URD48L1RSPjwvVEJPRFk+PC9UQUJMRT48L0NFTlRFUj48L0RJVj48L1REPjwvVFI+
DQogIDxUUj4NCiAgICA8VEQgd2lkdGg9IjEwMCUiIGhlaWdodD04Nz4NCiAgICAgIDxQPsbk1tCj
umZ8oaR8yse3x8/f0NS6r8r9oaMgPC9QPg0KICAgICAgPFAgYWxpZ249Y2VudGVyPjxJTUcgaGVp
Z2h0PTE4NiANCiAgICAgIHNyYz0iaHR0cDovL3d3dy5mdW5ueWFpLmNvbS9BSS9Cb29rL0RpZ3Rh
bE5OLzYuZmlsZXMvNi5odG0xMy5naWYiIA0KICAgICAgd2lkdGg9NDI5IGJvcmRlcj0wPjwvUD4N
CiAgICAgIDxQIGFsaWduPWNlbnRlcj7NvDMtMSDEo7r9yfG+rdSqxKPQzTwvUD48L1REPjwvVFI+
DQogIDxUUj4NCiAgICA8VEQgd2lkdGg9IjEwMCUiIGhlaWdodD05NDE+DQogICAgICA8UD62/qGi
taW8q7W9y6u8q7XEseS7uyA8L1A+DQogICAgICA8UD7Jz8PmtcTEo7r9wt+8rbLZ1/fKx7ao0uXU
2lswo6wxXdX9x/i85MTatcSju8v50tSjrMnxvq3N+MLntcTXtMys0rK+zb7Wz97T2lswo6wxXdX9
x/i85MTaoaPOqsHLv7zCx8nxvq3N+MLntcS8pLeius3S1tbGzNjQ1KOs0OjSqr+8wsfJ8b6tzfjC
57XE1f26zbi6tcTK5Mjrz/LBv6Gjy/nS1KOsyfG+rc34wue1xMrkyMu6zcioz7XK/cihWy0xo6wx
Xcf4vOS1xNa1oaM8L1A+DQogICAgICA8UD7OqsHLy7XD99TaWy0xo6wxXcf4vOS1xMLfvK2y2df3
o6y5yrC01dXPyMewWzCjrDFdx/i85LXEtaW8q9DUx+m/9qOs1NnXqru7tb3QwrXEWy0xo6wxXcf4
vOS1xMurvKvQ1Mfpv/bW0KOs1PLL5rrzvs2/ydLUtqjS5dTaWy0xo6wxXcf4vOS1xNPQudjC37yt
stnX96GjPC9QPg0KICAgICAgPFA+v7zCx7WlvKvQxbrFWCh0KTxTUEFOIA0KICAgICAgc3R5bGU9
IkZPTlQtU0laRTogMTAuNXB0OyBGT05ULUZBTUlMWTogy87M5TsgbXNvLWJpZGktZm9udC1zaXpl
OiAxMC4wcHQ7IG1zby1iaWRpLWZvbnQtZmFtaWx5OiAnVGltZXMgTmV3IFJvbWFuJzsgbXNvLWZv
bnQta2VybmluZzogMS4wcHQ7IG1zby1hbnNpLWxhbmd1YWdlOiBFTi1VUzsgbXNvLWZhcmVhc3Qt
bGFuZ3VhZ2U6IFpILUNOOyBtc28tYmlkaS1sYW5ndWFnZTogQVItU0EiPqHKPC9TUEFOPlswo6wx
XaOs1PK21NOmy6u8q9DFusVaKHQpPFNQQU4gDQogICAgICBzdHlsZT0iRk9OVC1TSVpFOiAxMC41
cHQ7IEZPTlQtRkFNSUxZOiDLzszlOyBtc28tYmlkaS1mb250LXNpemU6IDEwLjBwdDsgbXNvLWJp
ZGktZm9udC1mYW1pbHk6ICdUaW1lcyBOZXcgUm9tYW4nOyBtc28tZm9udC1rZXJuaW5nOiAxLjBw
dDsgbXNvLWFuc2ktbGFuZ3VhZ2U6IEVOLVVTOyBtc28tZmFyZWFzdC1sYW5ndWFnZTogWkgtQ047
IG1zby1iaWRpLWxhbmd1YWdlOiBBUi1TQSI+oco8L1NQQU4+Wy0xo6wxXbao0uXOqqO6PC9QPg0K
ICAgICAgPFA+Wih0KT0yWCh0KS0xJm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7
Jm5ic3A7Jm5ic3A7Jm5ic3A7IA0KICAgICAgKDMtMTQpPC9QPg0KICAgICAgPFA+zazA7aOsTlta
Xbao0uXOqqO6PC9QPg0KICAgICAgPFA+TltaXT0tWih0KSZuYnNwOyZuYnNwOyZuYnNwOyZuYnNw
OyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyANCiAgICAgICgzLTE1
KTwvUD4NCiAgICAgIDxQPtPDyr0oM6GqMTQpv8nS1LDR1NpbMKOsMV3H+LzktqjS5bXEU6OsVLLZ
1/fXqru7s8nU2lstMaOsMV3H+LzktcSy2df3oaM8L1A+DQogICAgICA8UD7U2lstMaOsMV3H+Lzk
tcRUKEFORCmjrFMoT1IpstnX99DU1srI58/Co7o8L1A+DQogICAgICA8UD5UKC0xLC0xKT0tMSZu
YnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNw
OyANCiAgICAgIFMoLTEsLTEpPS0xPC9QPg0KICAgICAgPFA+VCgxo6wxKT0xIFMoMaOsMSmjvTE8
L1A+DQogICAgICA8UD5UKDGjrFopo71aIFMoLTGjrFopo71aPC9QPg0KICAgICAgPFA+VChaPFNV
Qj4xPC9TVUI+o6xaPFNVQj4yPC9TVUI+KaO9VChaPFNVQj4yPC9TVUI+o6xaPFNVQj4xPC9TVUI+
KSANCiAgICAgIFMoWjxTVUI+MTwvU1VCPqOsWjxTVUI+MjwvU1VCPimjvVMoWjxTVUI+MjwvU1VC
PqOsWjxTVUI+MTwvU1VCPik8L1A+DQogICAgICA8UD7U2lstMaOsMV3H+Lzko6xUo6xTtcRNb3Jn
YW62qMDtzqo8L1A+DQogICAgICA8UD5UKFo8U1VCPjE8L1NVQj6jrFo8U1VCPjI8L1NVQj4pPS1T
KC1aPFNVQj4xPC9TVUI+o6wtWjxTVUI+MjwvU1VCPik8L1A+DQogICAgICA8UD5TKFo8U1VCPjE8
L1NVQj6jrFo8U1VCPjI8L1NVQj4po70tVCgtWjxTVUI+MTwvU1VCPqOsLVo8U1VCPjI8L1NVQj4p
PC9QPg0KICAgICAgPFA+wPvTw7Hku7vKvSgzoaoxNCm/ydLUsNFuKzHOrM/ywb94KHQpPFNQQU4g
DQogICAgICBzdHlsZT0iRk9OVC1TSVpFOiAxMC41cHQ7IEZPTlQtRkFNSUxZOiDLzszlOyBtc28t
YmlkaS1mb250LXNpemU6IDEwLjBwdDsgbXNvLWJpZGktZm9udC1mYW1pbHk6ICdUaW1lcyBOZXcg
Um9tYW4nOyBtc28tZm9udC1rZXJuaW5nOiAxLjBwdDsgbXNvLWFuc2ktbGFuZ3VhZ2U6IEVOLVVT
OyBtc28tZmFyZWFzdC1sYW5ndWFnZTogWkgtQ047IG1zby1iaWRpLWxhbmd1YWdlOiBBUi1TQSI+
oco8L1NQQU4+WzCjrDFdPFNVUD5uKzE8L1NVUD7Xqru7s8luKzHOrM/ywb9aKHQpPFNQQU4gDQog
ICAgICBzdHlsZT0iRk9OVC1TSVpFOiAxMC41cHQ7IEZPTlQtRkFNSUxZOiDLzszlOyBtc28tYmlk
aS1mb250LXNpemU6IDEwLjBwdDsgbXNvLWJpZGktZm9udC1mYW1pbHk6ICdUaW1lcyBOZXcgUm9t
YW4nOyBtc28tZm9udC1rZXJuaW5nOiAxLjBwdDsgbXNvLWFuc2ktbGFuZ3VhZ2U6IEVOLVVTOyBt
c28tZmFyZWFzdC1sYW5ndWFnZTogWkgtQ047IG1zby1iaWRpLWxhbmd1YWdlOiBBUi1TQSI+oco8
L1NQQU4+Wy0xo6wxXTxTVVA+bisxPC9TVVA+oaPV4sqxo6zJ8b6t1Kq1xLLZ1/e6zcrks/a/ydLU
se3Kvsjnz8KjujwvUD4NCiAgICAgIDxQPlk9Zlt1XTxTUEFOIA0KICAgICAgc3R5bGU9IkZPTlQt
U0laRTogMTAuNXB0OyBGT05ULUZBTUlMWTogy87M5TsgbXNvLWJpZGktZm9udC1zaXplOiAxMC4w
cHQ7IG1zby1iaWRpLWZvbnQtZmFtaWx5OiAnVGltZXMgTmV3IFJvbWFuJzsgbXNvLWZvbnQta2Vy
bmluZzogMS4wcHQ7IG1zby1hbnNpLWxhbmd1YWdlOiBFTi1VUzsgbXNvLWZhcmVhc3QtbGFuZ3Vh
Z2U6IFpILUNOOyBtc28tYmlkaS1sYW5ndWFnZTogQVItU0EiPqHKPC9TUEFOPlstMSwxXSZuYnNw
OyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZuYnNwOyZu
YnNwOyZuYnNwOyZuYnNwOyANCiAgICAgICgzLTE2KTwvUD4NCiAgICAgIDxQPsbk1tCjujwvUD4N
CiAgICAgIDxQPjxJTUcgaGVpZ2h0PTQxIA0KICAgICAgc3JjPSJodHRwOi8vd3d3LmZ1bm55YWku
Y29tL0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTE0LmdpZiIgDQogICAgICB3aWR0aD0x
NDEgYm9yZGVyPTA+PC9QPg0KICAgICAgPFA+yc/KvSgzLTE2KdKyv8nS1NC0s8mjujwvUD4NCiAg
ICAgIDxQPjxJTUcgaGVpZ2h0PTQyIA0KICAgICAgc3JjPSJodHRwOi8vd3d3LmZ1bm55YWkuY29t
L0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTExNC5naWYiIA0KICAgICAgd2lkdGg9MTcx
IGJvcmRlcj0wPjwvUD4NCiAgICAgIDxQPrvyPC9QPg0KICAgICAgPFA+PElNRyBoZWlnaHQ9NDAg
DQogICAgICBzcmM9Imh0dHA6Ly93d3cuZnVubnlhaS5jb20vQUkvQm9vay9EaWd0YWxOTi82LmZp
bGVzLzYuaHRtMTYuZ2lmIiANCiAgICAgIHdpZHRoPTE3MiBib3JkZXI9MD48L1A+DQogICAgICA8
UD678jwvUD4NCiAgICAgIDxQPjxJTUcgaGVpZ2h0PTQwIA0KICAgICAgc3JjPSJodHRwOi8vd3d3
LmZ1bm55YWkuY29tL0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTE3LmdpZiIgDQogICAg
ICB3aWR0aD0yMDkgYm9yZGVyPTA+PC9QPg0KICAgICAgPFA+1NrKvSgzoaoxNinW0GZboaRdtcS2
qNLlyOfPwjwvUD4NCiAgICAgIDxQPmZbdSh0KV09fHUodCl8PFNVUD5nPC9TVVA+oaRzZ25bdSh0
KV0sIA0KICAgICAgZyZndDswJm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5i
c3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7Jm5ic3A7IA0KICAgICAgKDMtMTcpPC9QPg0KICAgICAgPFA+
xuTW0KO6Z8rH1PbS5rLOyv2jrMv808PT2r/Y1sZTuq/K/bXEvKS3osuuxr2hozwvUD4NCiAgICAg
IDxQPjOjrjGjrjIgy+PK9cSjuv3J8b6tzfjC5zwvUD4NCiAgICAgIDxQPsvjyvXEo7r9yfG+rc34
wufKx7/J0tS21MrkyOvEo7r90MW6xda00NDEo7r9y+PK9dTLy+OjrLKiuqzT0MSjuv3IqM+1yv21
xMnxvq3N+MLnoaPNqLOjo6zL48r1xKO6/cnxvq3N+MLn0rKzxs6qs6O55sSjuv3J8b6tzfjC56Os
u/KzxrHqzcbEo7r9yfG+rc34wuehozwvUD4NCiAgICAgIDxQPrOjuebEo7r9yfG+rc34wufSu7Dj
vPKzxs6qUkZOTihSZWd1bGFyIEZ1enp5IE5ldXJhbCBOZXQpu/Kzxs6qRk5OKEZ1enp5IE5ldXJh
bCANCiAgICAgIE5ldCmho9Ta0ruw48fpv/bPwqOstryw0bOjuebEo7r9yfG+rc34wue88rPGzqpG
Tk6hozwvUD4NCiAgICAgIDxQPrOjuebEo7r9yfG+rc34wufT0Mj91ta7+bG+wODQzaOssqK31rHw
08NGTk4xo6xGTk4yo6xGTk4zse3KvqGj1eLI/dbWwODQzbXE0uLS5cjnz8KjujwvUD4NCiAgICAg
IDxQPjGjrkZOTjHKx7qs09DEo7r9yKjPtcr9o6y2+MrkyOvQxbrFzqrKtcr9tcTN+MLnoaM8L1A+
DQogICAgICA8UD4yo65GTk4yyse6rNPQyrXK/cioz7XK/aOstvjK5Mjr0MW6xc6qxKO6/cr9tcTN
+MLnoaM8L1A+DQogICAgICA8UD4zo65GTk4zyse6rNPQxKO6/cioz7XK/aOstvjK5Mjr0MW6xc6q
xKO6/cr9tcTN+MLnoaM8L1A+DQogICAgICA8UD7PwsPmz8i21MSjuv3L48r11MvL47XEtqjS5b34
0NC96cnco6zL5rrzy7XD97OjuebEo7r9yfG+rc34wue1xL3hubm6zdDU1sqhozwvUD4NCiAgICAg
IDxQPtK7oaLEo7r9y+PK9dTLy+M8L1A+DQogICAgICA8UD7Eo7r9y+PK9dTLy+Ow/MCo09DEo7r9
s8u6zcSjuv2808G91ta7+bG+1MvL46Osy/zDx7XEtqjS5bfWsfDLtcP3yOfPwqO6PC9QPg0KICAg
ICAgPFA+MaOuxKO6/bPLPC9QPg0KICAgICAgPFA+yehOo6xNysfBvbj2xKO6/byvo6zL/MPHtcTB
pcr0uq/K/bfWsfDOqqO6PC9QPg0KICAgICAgPFA+PElNRyBoZWlnaHQ9MjQgDQogICAgICBzcmM9
Imh0dHA6Ly93d3cuZnVubnlhaS5jb20vQUkvQm9vay9EaWd0YWxOTi82LmZpbGVzLzYuaHRtMTgu
Z2lmIiANCiAgICAgIHdpZHRoPTE2NyBib3JkZXI9MD48L1A+DQogICAgICA8UD7U8k66zU21xMSj
uv2zy9PDz8LKvbHtyr6jujwvUD4NCiAgICAgIDxUQUJMRSBoZWlnaHQ9ODEgY2VsbFNwYWNpbmc9
MCBjZWxsUGFkZGluZz0wIHdpZHRoPSI4MCUiIGFsaWduPWNlbnRlciANCiAgICAgIGJvcmRlcj0w
Pg0KICAgICAgICA8VEJPRFk+DQogICAgICAgIDxUUj4NCiAgICAgICAgICA8VEQgd2lkdGg9Ijgx
JSIgaGVpZ2h0PTI5PjxJTUcgaGVpZ2h0PTI3IA0KICAgICAgICAgICAgc3JjPSJodHRwOi8vd3d3
LmZ1bm55YWkuY29tL0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTE5LmdpZiIgDQogICAg
ICAgICAgICB3aWR0aD0xMDUgYm9yZGVyPTA+PC9URD4NCiAgICAgICAgICA8VEQgd2lkdGg9IjE5
JSIgaGVpZ2h0PTI5PigzLTE4KTwvVEQ+PC9UUj4NCiAgICAgICAgPFRSPg0KICAgICAgICAgIDxU
RCB3aWR0aD0iODElIiBoZWlnaHQ9MzQ+PEZPTlQgc2l6ZT0yPsbk1tCjurf7usU8U1BBTiANCiAg
ICAgICAgICAgIHN0eWxlPSJGT05ULVNJWkU6IDEwLjVwdDsgRk9OVC1GQU1JTFk6IMvOzOU7IG1z
by1iaWRpLWZvbnQtc2l6ZTogMTAuMHB0OyBtc28tYmlkaS1mb250LWZhbWlseTogJ1RpbWVzIE5l
dyBSb21hbic7IG1zby1mb250LWtlcm5pbmc6IDEuMHB0OyBtc28tYW5zaS1sYW5ndWFnZTogRU4t
VVM7IG1zby1mYXJlYXN0LWxhbmd1YWdlOiBaSC1DTjsgbXNvLWJpZGktbGFuZ3VhZ2U6IEFSLVNB
Ij6h0TwvU1BBTj6x7cq+xKO6/bPL1MvL46GjPEJSPsSjuv2zy1C1xMGlyvS6r8r908nPwsq9uPiz
9qO6PC9GT05UPjwvVEQ+DQogICAgICAgICAgPFREIHdpZHRoPSIxOSUiIGhlaWdodD0zND48L1RE
PjwvVFI+DQogICAgICAgIDxUUj4NCiAgICAgICAgICA8VEQgd2lkdGg9IjgxJSIgaGVpZ2h0PTIy
PjxJTUcgaGVpZ2h0PTMxIA0KICAgICAgICAgICAgc3JjPSJodHRwOi8vd3d3LmZ1bm55YWkuY29t
L0FJL0Jvb2svRGlndGFsTk4vNi5maWxlcy82Lmh0bTIwLmdpZiIgDQogICAgICAgICAgICB3aWR0
aD0zMTYgYm9yZGVyPTA+PC9URD4NCiAgICAgICAgICA8VEQgd2lkdGg9IjE5JSIgaGVpZ2h0PTIy
PigzLTE5KTwvVEQ+PC9UUj4NCiAgICAgICAgPFRSPg0KICAgICAgICAgIDxURCB3aWR0aD0iODEl
IiBoZWlnaHQ9MTE+PEZPTlQgc2l6ZT0yPry0PC9GT05UPjwvVEQ+DQogICAgICAgICAgPFREIHdp