Design of a rule-driven architecture for a genetic T-norm

sYbs m 7BP ]B8}Z$t  w 1((( D n1nTnnx *R$t BP s iZjT*$%t V{Y${Z PB s pt${ qTtB8 e 3?sR F pZ$?9 stI 3 3t?stI9 =t$% _Bj$?{t${s I sI$I *} I q{tBjB?s 3B?Bt${s ]s8}ZR Btst{IB 1MEE( BsI$jjs Ij Bt sI$I 7}s$t P$sRoIPhZ}8R VARs{ iZjT*$%t }B{RR$t YsR At }B%I sR s bsk BP s{Y$%$t Y$Y R}I $t PZ99k YsIbs =} B tBb ZjTI$%t s{Y${ZR b IR$tI B bB, b$Y 8$t$8Z8 B }BIZ{ sR qTtB8 qY$R }s} }B}BRR bB tb ZjTI$%t 8BIjR IR$tI PB stk qTtB8 w }Bs88sAj qTtB8 D stI stk ,$tI BP 88ARY$} PZt{$Bt qY hR Bt $%R s %sj$I YBk PB ZjTI$%t }B{RR$t b$Y }Bs88sAj qTtB8 stI RsAj$RYR Y As{,BZtI PB Y R{BtI 8BIj qY R{BtI 8BIj YsR At IR$tI s,$t $tB s{{BZt $R $8}j8ts$Bt {Yss{$R${R stI PB tB8sj$9I 88ARY$} PZt{$BtR b$Y st B%js} Ps{B BP bB qY s{Y${Z }B}BRI {st A $8}j8tI $Y Ak YsIbs B RBPbs kbBIR U iZjT*$%t _B{RR$t qTtB8 _Bs88sAj 3Z99k _B{RRBR d ytBIZ{$Bt qY I%jB}8t BP PZ99k YsIbs $R IZ B Y t{RR$k BP }B{RR$t PZ99k ,tBbjI AsR RkR8R b$Y Y$Y R}I 7B8 bskR BP s{Y$%$t Y$Y R}I $R ZR$t }ssjj$R8 stI }$}j$t }B{RR$t {Bt{}R I%jB}I $t {B8}Z:R s{Y$T {Z Ys {st A sR$jk $8}j8tI $t s PZ99k YsIbs }jsPB8 !Y B}$Bt B {BtR$I $R ZjTI$%t }B{RR$t yt Ys {sR Btjk Y ZjR Ys s j%st B Y BZ}Z s -{ZI qY 8s$t &{ BP s ZjTI$%t s{Y${Z $R B $t{sR Y }B{RR$t R}I A{sZR Y R BP Y j%st ZjR $R Btjk s R8sjj }s BP Y {B8}j PZ99k ,tBbjI AsR y,Is >EH I%jB}I Bt BP Y hR ZjTI$%t s{Y${ZR !Y VZYBR >nH >dH >1H >;H >xH Ys% I%jB}I PZ99k ZjTI$%t s{Y${ZR AZ $t sjj BP Y8 Y IR$t bsR 8sI PB 8$t$8Z8 B }BIZ{ sR qTtB8 qY IR$t BP s ZjTI$%t s{Y${Z I}tIR Bt Y qTtB8 ZRI Ak Y RkR8 A{sZR $ I8$tR $P s Zj $R j%st B tB Ak {sj{Zjs$t Y I BP ZY BP Y st{It qY$R }s} }B}BRR bB tb ZjTI$%t 8BIjR IR$tI PB stk qTtB8 w }BT s88sAj qTtB8 D stI stk ,$tI BP 88ARY$} PZt{$Bt qY hR Bt $%R s n1n n1; e 3?sR F pZ$?9 m 3 3t?stI9 %sj$I YBk PB ZjTI$%t }B{RR$t b$Y }Bs88sAj qTtB8 stI RsAj$RYR Y As{,BZtI PB Y R{BtI 8BIj qY R{BtI 8BIj $R IR$tI s,$t $tB s{{BZt $R $8}j8ts$Bt {Ys{$R${R stI PB tB8sj$9I 88ARY$} PZt{$BtR b$Y st B%js} Ps{B BP bB qY$R 8BIj $R s hR R} BbsIR Y IR$t BP s PZjjT}Bs88sAj Y$YTR}I PZ99k }jsPB8 1 VI%stsR BP s iZjT*$%t V{Y${Z BC ) w x z ,x  ,-,h,\,;,p,-B,-B L ,{,5 D $R s %{B Ys IhtR s y7! PZ99k RkR8 b$Y x z Y qTtB8 x  Y qT{BtB8 - Y R BP 8BI$hR h Y }B}ss$Bt B}sB \ Y ss$Bt B}sB ; Y I&Z9$h{s$Bt sjB$Y8 p Y R BP iZjR -B Y 88ARY$} PZt{$BtR IhtI Bt Y $t}ZR -B L Y 88ARY$} PZt{$BtR IhtI Bt Y BZ}Z { ) w { d ,333,{ z D Y $t}Z stI 5 ) 5 d Y BZ}Z BP Y RkR8 p$%t E ) gyQ w p D  z ) gyQ w { D  stI t Y B%js} Ps{B BP Y $t}Z 88ARY$} PZt{$BtR p y  Y R BP s{$% ZjR %$hR YsU p y ) z t cc E n _Bs88sAj iZjT*$%t BIj qY s{Y${ZR I%jB}I Z} B tBb {st tB A ZRI PB s t${ qTtB8 A{sZR Yk RZ}}BR Ys $P Y R BP st{IR BP s Zj $R I$&t PB8 9B Y Zj b$jj A s{$% bY${Y $R Btjk Z PB }BIZ{ stI 8$t$8Z8 qY }B}BRRI 8BIj $R IR$tI B BAs$t PB8 st $t}Z Y R BP s{$% ZjR PB s t${ qTtB8 y $R I$%$II $t Y }sR Y hR Bt BAs$tR PB s $%t $t}Z Y 8s-$8Z8 R BP s{$% ZjR Y R{BtI Bt $tBIZ{R Y {Bt{} BP V{$% Vs BP s Zj stI Y Y$I Bt $%R s R$8}j$h{s$Bt 8YBI nd s-$8Z8 R BP V{$% iZjR 3B s{Y { 7 ; {  Y V{$%s$Bt yt%sjR BP { 7  \{ 7  s IhtI sR Y Zt$Bt BP Y R BP $t%sjR jPT{jBRI stI $YTB}t -{} Y jsR Bt bY${Y $R sjRB $YT {jBRI $%t Ak Y -8 }B$tR BP Y ,tj stI Y RZ}}B BP s{Y Bt BP Y 88ARY$} PZt{$BtR IhtI $t { 7  \{ 7 $R BAs$tI PB8 w -B 7, d ,333,-B 7, , -B 1 7, Ld ,333,-B 1 7, L > D b$Y  ) gyQ w -B 7 D stI -B 1 7,i b$Y i )  Ld ,333, L >  Y R BP > tb 88ARY$} PZt{$BtR BAs$tI PB8 s}}jk$t Y R BP 8BI$hR 3$ d }RtR st -s8}j BP V{$%s$Bt yt%sjR 3$Z dU e-s8}j BP V{$%s$Bt yt%sjR *R$t BP s iZjT*$%t V{Y${Z PB s pt${ qTtB8 n1x 3$Z 1U -B  \{ stI h 3B8sjjk Y V{$%s$Bt yt%sjR BP { 7 {st A BAs$tI sRU \{ 7 ) B 7 w B  w B L w  L >  E )d w C`  w -B 7,E D  zq  w -B 7,E D D D D D bY C`  stI zq  s PZt{$BtR Ys BAs$t Y -8 }B$tR Ys Iht Y ,tj stI Y RZ}}B BP s jsAj B L $R s PZt{$Bt Ys BIR s R BP }B$tR B  $R s PZt{$Bt Ys j$8$tsR Y }sI }B$tR BP s R stI B 7 BAs$tR Y $t%sjR $YT{jBRI stI jPTB}t Ys s IhtI Ak s R BP }B$tR p$%t \{ 7  7 )d 333gyQ w { D  stI C Y tTI$8tR$Btsj $t}Z R}s{ $%t Ak w { d ,333,{ z D  h $R IhtI sR s }s$$Bt BP C $%t Ak Y {sR$st }BIZ{ w  D BP \{ 7  7 )d 333gyQ w { D U h )  \{ 7 ,7 )d 333gyQ w { D p$%t w \{ d , 1 ,333,\{ z,> 1 D Y V{$%s$Bt yt%sjR Ys Iht Y {jj h i BP h  stI Y Zj p E IhtI sRU p E U {W { d 7X -B d , yzQ 333 yzQ { z 7X -B z,> x_z gLzXR`z y b$jj A Rs$I Ys p E $R $t{jZII $t Y {jj h i $P stI Btjk $PU p E ; h i hp  w 7,i,_ D ) w d ,, 1 D ,333, w z,>,> 1 D 87W7X -B 7,i  \{ 7,_ W ) ! VZj p E b$jj A $t{jZII $t s {jj h i $P stI Btjk $P %k 88ARY$} PZt{$Bt -B 7,i BP Y Zj YsR s tBt 8}k $tR{$Bt b$Y Y {BR}BtIt I$8tR$Bt \{ 7,i 1 Ys IhtR Y {jj h i  qY ]jsRR$h{s$Bt BP iZjR gp $R IhtI sR Y {jsRR$h{s$Bt BP Y R BP ZjR p $t h ZR$t Y }%$BZR {$$s gp $R -}RRI sR s %{B bY${Y {Bts$tR Y s{$% ZjR PB s{Y {jj BP h U gp ) w gp d ,333,gp > D j70_ > ) gyQ w h D ,gp 7 ) w p > 1 ,333,p i 1 D n1E e 3?sR F pZ$?9 m 3 3t?stI9 e-s8}jU p$%t BC ) w x z ,x  ,-,h,\,;,p,-B,-B L ,{,5 D s PZ99k RkR8 b$Y z )1 ,p ) w p d ,p 1 ,p n ,p ; D U p d U {W { d 7X \ d , d yzQ { 1 7X \ 1 , d x_z . 7X . d p 1 U {W { d 7X \ d , d yzQ { 1 7X \ 1 , 1 x_z . 7X . 1 p n U {W { d 7X \ d , 1 yzQ { 1 7X \ 1 , d x_z . 7X . n p ; U {W { d 7X \ d , 1 yzQ { 1 7X \ 1 , 1 x_z . 7X . ; qY 88ARY$} PZt{$BtR s w \ d , d ,\ d , 1 D stI w \ 1 , d ,\ 1 , 1 D  IhtI $t { d stI { 1 R}{$%jk qY V{$%s$Bt yt%sjR b$jj A w R 3$ 1 D U \{ d ) w > ( ,\ D , > \,4 D , > 4,g D , > ;,o H D \{ 1 ) w >( ,\ 1 D , > \ 1 ,4 1 D , > 4 1 ,g 1 D , > g 1 ,; 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