4 5 = So 2. No, as = ± and invariant factor 6. Solution 3 Each of (1, 0),(1, 2),(0, 2) has order 2 and generates a C
|
|
- Alan Bryce Pierce
- 5 years ago
- Views:
Transcription
1 Soluos (page 7) ρ Soluo = ρ as = So ρ, ρ s a Z bass of Z ad 5 4 ( m, m ) = (,7) = (,9) No, as = ± Soluo The 6 elemes of Z K are: g = K + e + e, g = K + e, g = K + e, 4g = K + e, 5g = K + e + e, 6g = K So Z K = g s cyclc wh geeraor g ad vara facor 6 Soluo Each of (, ),(, ),(, ) has order ad geeraes a C ype subgroup The elemes (, ),(, ),(, ),(, ) each have order 4 H = (, ) (, ) has somorphsm ype C C (, ) = (, ) ad (, ) = (, ) are C 4 ype subgroups (, ) ad G are subgroups of ype C ad C C4 respecvely H s eher (, ) or (, ), H s eher (, ) or (, ) Soluos (page 6) Soluo,,, (a) r r, c c are pared (b) r + r, c c are cougae The eros r, r + lr where l Z ( > ), leave rows,, uchaged Soluo ( ) D ad, for example, P = =, Q = 4 7 ( ) D = ad, for example, P =, Q = 5 ( ) D = ad, for example, P =, Q = Soluo ( ) D =, P =, Q = 5, x = (,,) ( ) D =, P =, Q =, x = ( l, l, l), l Z ( ) D =, P =, Q =, x = (,,) 4 6
2 Noe ha he eros r + r ad r + r are dffere! Soluo 4 7 ( ) D = (6, ), Q =, 7 6 =, 4 6 = 7, de Q =, a =, b = ( ) D = (,), Q =, deq =, a =, b = 6 46 ( ) D = (9, ), Q =, = 6, = 46, de Q =, a = 9, b = Soluo 5 (a) pply c + c, c c (b) pplyg he sequece o = ( a, b) gves ( b, a) pplyg o ( b, a) gves ( a, b) ad applyg o ( a, b) gves ( b, a) Oe of hese has o-egave eres (c) Use (b) o ge ( a, b ) wh a, b ssumg b > as we ca, he Eucldea algorhm apples c qc o ( a, b ) ad c qc o ( b, a ), where a = bq + r, a b >, ulmaely edg wh (, d ) or ( d,) = D Use par (a) f eeded o fsh The Q s he produc of he correspodg elemeary marces all of whch have deerma, ad so deq = a b (d) P = where ad bc = So gcd{ a, b } = ad ( a, b ) reduces o (,) usg oly ecos of c d ype ( ) So P o applyg hese ecos ad fally c ec, as deermas are e uchaged by such ecos (e) pply c c, c c, c + c, c c, c c Soluo 6 T T (a) P = P for eros of ypes ( ) ad ( ) Oherwse P, P correspod o r + lr, r + lr (b) s D s symmerc, rasposg P = DQ gves P T = Q D Hece T T T T T T T T T T ( Q P) = P Q = Q DQ = Q P showg Q P symmerc s Q P s a produc of elemeary marces, every square marx over Z ca be made symmerc by applyg eros (c) The sequece c c, c c, c c, r + 9r, reduces o D = dag(,46) Posmulplcao by Q T carres ou he above ecos, ad so premulplcao by Q P carres ou T 5 5 r + 9r, r r, r + r, r + r ad chages o Q P = 5 46 Soluos (page ) Soluo (a) T = T gves a = b b a
3 (b) e P = e + lek, e P = e ( ) Posmulply by : e P = e + lek, e row of P s row of + l(row k of ) lso e P = e, ha s row of P s row of for So P s he resul of applyg r + lr o k T T T T T T (c) Qe = e, Qe = e, Q e = e (, k) Premulply by : k k T T T T T T Qe = ek, Qe k = e, Qe = e, e colums ad k of Q are colums k ad respecvely of, colum of Q s colum of (, k) So Q s he resul of applyg c c o k (d) Le P ad Q deoe respecvely he s s ad dey marces over Z The PQ = showg ( ) for all s marces over Z Suppose B There are verble P ad Q over Z wh PQ = B The P B( Q ) = showg ( ) B B sce P ad are verble over Z Suppose B ad B C There are verble P, P, Q, Q over Z wh P Q = B ad P BQ = C The ( P P ) ( Q Q ) = C showg ( ) B ad B C C as P P ad QQ are verble over Z So s a equvalece relao Soluo D = dag( a, b, c) where ( a, b, c ) s (,,),(,,),(,,),(,,4),(,,6),(,,),(,,),(,,6) as de D = abc (a) Jus oe, D = dag(,,,,5) as 5 = 5 7 s a produc of dffere prmes (b) dag(,,,,), dag(,,,,5), dag(,,,5,), dag(,,,,) e four f s > Jus oe for s = Soluo c ( a a ) c for Soluo 4 (a) c c, r r, r + r4, c4 c, c c4, c4 c, r4 + 5r gvg D = dag(,5,5,5) (b) dag(,6,5,) dag(,,,) dag(,,,6) = D, each equvalece as () usg 5 elemeary operaos (c) Le he operao σ creae a ew dagoal marx from a gve oe wh o egave eres by replacg he h ad ( + ) s dagoal eres by her gcd ad lcm as () Each σ s he produc of a mos 5 elemeary operaos ad applyg σ, σ,, σ s o D produces S( D ) (d) The proof of () goes hrough uchaged he case l ad m boh egave Suppose l ad m have oppose sgs Le gcd{ l, m} = d = al + bm where a, b Z The followg sequece of elemeary operaos chages dag( l, m ) o Smh ormal form dag( d, lm d ) : c + ac, r + br, c c, c ( l d) c, r ( m d) r s gcd{8, 4} = 6 = ( )8 + ( )( 4) we see a = b = So c c 4 r r 4 c c c c 4 7 r + 4r 7 Q
4 4 Le he operao σ for < replace he (, ) ery ad he (, ) ery a dagoal marx by her gcd ad lcm respecvely Each σ s expressble as he produc of a mos 5 elemeary operaos The sequece σ, σ,, σs, σ,, σ s,, σ s s of s( s ) operaos σ creaes D Smh ormal form ad s he composo of a mos 5 s( s ) = (5 ) s( s ) elemeary operaos Soluo 5 (a) Usg he mehod of (9), s applcaos of (7) produce a marx B = ( b ) wh eb = e The s eros r b r for < s produce B wh e = eb, T T Be = e Now use duco o s If P = he he ero rs fally gves I (b) The sequece c c, c c, r 6 r, r reduces P o I The sequece c c, c c, r r, r r, c c, c c, r 6 r, r reduces Q o I (c) P = 6 (d) The eros r r, r r, r 6 r, r, r r, r r, r r, r r reduce Q o I (e) The ecos c c, c c, c c, c c, c, c 6 c, c c, c c reduce Q o I Soluo (a) B =, B =, B =, B4 =, B5 =, B 6, D 65 7 = 7 = 7 (b) a =, a = 9, a4 = 69 O dvdg a + by a he remader s a, e a+ = a ( a ) + a So gcd{ a+, a} = gcd{ a, a} = a s a = a (4a + ), a = a (4a + ),, a = (4a + ) o subsug for he facors + a, a,, a we oba he facorsao a+ = (4a + )(4a + ) (4a + ) Hece a a r+ = (4a + ) (4a r + + )(4a r + ) ; as each facor s cogrue o modulo 4a r so also s her produc a a r + Therefore a a r+ = q ra r + where q r s a posve mulple of 4 for r > = B = B = B = B
5 5 a pplyg he ecos c a c, c c o produces B = pplyg he eros a a a a a r a r, r r o B produces B = Suppose > r > ad ha Br a a s as saed Take r eve ad so a r+ Br = a r ( a a r+ ) ( a a r+ ) The mehod of (9) ells us o apply he Eucldea algorhm o he egers colum of Br : apply he ero r a r q r + r (gvg (,) ery a r ad leavg he oher eres uchaged) for r > followed by he eros r a r r, r r obag B r for r 4 The case r odd, r s T smply he marx raspose of hs ad so he duco s compleed Therefore B or B equals a a( a a) a 5 = a a a accordg as s odd or eve Eher c ( a ) c or r ( a ) r gves B = dag(, a ) Usg he mehod of (9), for wo ecos chage o B, wo eros chage B o B, hree ecos chage B o B, hree eros chage B o B 4,, hree elemeary operaos chage B o B ad fally us oe elemeary operao chages B o B furher 5 elemeary operaos chage B o S( ) = dag(, a), amely r r, c ( q ) c where a = a a = q +, c c, c c, r + ( a ) r So a oal of + ( ) = + elemeary operaos are eeded o carry ou he algorhm of () O he oher had he four elemeary operaos r + a r, r, r r, c c chage o S( ) = dag(, a ) So s a awkward marx as far as he algorhm () s cocered! Soluo 7 (a) Suppose ( P, Q),( P, Q ) Z( D) The PP D = PDQ = DQQ shows ( P, Q)( P, Q ) = ( PP, QQ ) Z( D) lso PD = DQ DQ = P D ( P, Q) = ( P, Q ) Z( D) s ID = DI we coclude ha Z( D ) s a subgroup of G (b) Suppose ( P, Q) Z( D) Comparg eres PD = DQ gves p d = d q for all, So gves ( d d ) p = q s p d = d q for we oba p = ( d d ) q (c) P = DQ ad P = DQ gve = ( P ) DQ = ( P ) DQ ad so DQ ( Q ) = P ( P ) D, ha s, ( P, Q )( P, Q ) Z( D) (Lookg ahead hs meas ha ( P, Q ) ad ( P, Q ) belog o he same lef cose of Z ( D ) G ) (d),, =, 5
6 6 P P (e) Suppose D = dag( d, d r,, ) where dr >, > r Paro P = ad P P 4 Q Q Q = where P Q Q ad Q are r r marces The 4 ( P, Q) Z( D) ( P, Q ) Z( dag( d,, dr )), P =, Q =, P ad Q arbrary, P 4 ad Q 4 are verble ( r) ( r) marces over Z Soluos (page 4) Soluo (a) ( ) d = gcd{,gcd{75,75}} = gcd{, 5} = = ( ) d = gcd{gcd{4,66},gcd{54, }} = gcd{6,77} = = (b) Le d = gcd X, d = gcd X ad d = gcd{ d, d} For l X X eher d l or d l ad so ceraly d l Le d l for all l X X The d l for all l X ad so d d lso d l for all l X ad so d d Hece d d So d s he o-egave gcd of X X by (6), e gcd{gcd X, gcd X } = gcd{ d, d } = d = gcd X X (c) Wre d = gcd{ l, l,, l k } ad π = k The m = π d = l d = ( l d), e m as d l for k, showg ( ) Le m Z sasfy m for k So here are m Z wh m = m for k By (6) here are a, a,, ak Z wh d = al + al + + ak lk So m = m = a lm d + a lm d + + ak lkm d = al m + alm + + aklkkmk = aπ m d + aπ m d + + akπ mk d = ( am + am + + akmk ) π d as l = π for k So m m as am + am + + akmk Z showg ( ) Therefore m = lcm{,,, k } Soluo (a) K = as gcd{6,,49}= gcd{gcd{6, },49} = gcd{,49} = { k K : < k < } = { 9, 6,,,, 6,9} (b) d d d d d d d = qd ( q Z ) bd = bqd (for all b Z ) d d The deals of Z whch coa are geeraed by o-egave dvsors of ad so are,,, 5, 6,, 5, Z = ad p are he oly deals of Z coag p, as ad p are he oly o-egave dvsors of p The deals of Z coag 64 are ascedg order (c) Le k K The k = k K Suppose k K for some posve eger The ( + ) k = k + k K as K s closed uder addo So k K for all posve egers k = K lso ( ) k = k K as K s closed uder egao So mk K for all m Z ad hece K s a deal of Z
7 7 (d) We show ha K K sasfes he deal codos ( ) ( v) usg he fac ha K ad K dvdually sasfy hese codos Cosder k, k K K The k, k K ad k, k K s K ad K are closed uder addo we see k + k K ad k + k K Hece k + k K K, verfyg ( ) for K K s K ad K we see K K, verfyg ( ) for K K s k K ad k K we see k K K, verfyg ( ) for K K s bk K ad bk K we see bk K K for all b Z, verfyg ( v ) for K K Therefore K K s a deal of Z We show ha K + K sasfes he deal codos ( ) ( v) usg he fac ha K ad K dvdually sasfy hese codos Cosder k, k K + K There are k, k K ad k, k K wh k = k + k, k = k + k The k + k K ad k + k K ad so k + k = ( k + k) + ( k + k ) = ( k + k ) + ( k + k ) K + K, showg ha K + K s closed uder addo, e ( ) holds s K ad K we see = + K + K, verfyg ( ) s k K ad k K we oba k = ( k) + ( k) K + K, verfyg ( ) For b Z we kow bk K ad bk K Hece bk = b( k + k) = bk + bk K + K, verfyg ( v ) So K + K s a deal of Z By (5) here are o-egave egers d ad d wh K = d ad K = d lso by (5) here are o-egave egers d ad l wh K + K = d ad K K = l s K we see k = k + K + K for all k K, e K K + K, e d d By par (b) above d d I he same way d d ad so d s a commo dvsor of d ad d Le d be a commo dvsor of d ad d The d d ad d d by (b) above ad hece d = K + K = d + d d as he deal d s closed uder addo By (b) above d d Therefore d = gcd{ d, d} by (6) I a smlar way l = K K K = d showg d l by (b) above lso d l ad so l s a commo mulple of d ad d Le l be a commo mulple of d ad d The l d ad l d by (b) above Hece l d d = K K = l By (b) above l l Therefore l = lcm{ d, d } by Queso (c) above wh k = Soluo 5 6 (a) The umber of l mors s, e,5,,75,6 for l =,,,4,5 respecvely l l (b) ( ) g( ) =, g( ) =, S( ) = ( ) g( ) =, g( ) = 54, S( ) = 8 ( ) g( ) =, g( ) =, g( ) = 9, S( ) = (c)
8 = 9 = The mehod of () gves P = ad Q = sasfyg 4 PQ = dag(,,) = S( ) Q(ad ) P = dag(9,,) = ad S( ) Ierchagg rows ad, ad also colums ad, gves S(ad ) = dag(,, 9) (d) ( PQ )( Q(ad ) P = P( ad ) P = P(de ) IP = (de ) I Pre-mulplyg by ( PQ ) = ( dag( d,, d )) gves Q(ad ) P = dag(de d,,de d ) Takg deermas of PQ = S( ) gves de = ± d d ad as de > we see de = d d So he (, ) ery Q(ad ) P s d d d whch s he (, ) ery he dagoal marx ad S( ) Hece Q(ad ) P = ad S( ) whch dffers from S(ad ) oly ha he dagoal eres appear he oppose order, e ad has h vara facor d d d + Q(ad ) P = ad S( ) for de < ; oherwse o chage S( ) = dag( d,, d,), d > he case rak = s S( ) ad Q(ad ) P have zero produc, e ( ) (ad ) (ad ) ( ) S Q P = I = Q P S Comparg eres gves (ad ) (,,, ) Q P = dag x By () x = ± g(ad ) = ± g ( ) = ± g ( S( )) = ± dd d Hece S(ad ) = dag( dd d,,,,) I he case rak we have S( ) = dag( d,, d,,) ad so g ( ) = g ( S( )) = So ad = = S(ad ) (e) Take = ad le S( ) = dag( d, d) The by (d) above S(ad ) = dag( d, d) also So ad for all marces over Z Take = ad wre S( ) = dag( d, d, d) The S(ad ) = dag( dd, dd, dd) For d = we see ad as = = ad sce d = d = For d >, d = we have rak =, rak (ad ) = as d = ad so ad For d >, d = we see rak =, rak (ad ) = as d > ad so ad For d > he ad ad boh have rak Suppose ad The S( ) = S(ad ), e d = dd, d = dd gvg d = d = d = So s verble over Z Coversely each marx whch s verble over Z sasfes ad as ad s also verble over Z, e S( ) = I = S(ad ) Suppose The argume used he above paragraph geeralses o show ad eher = or s verble overz Soluo 4 (a)
9 9 (b) T 9 T de BB = = de BY de Y B = (de B{,} ) + (de B{,} ) + (de B{,} ) = = + + = Y 7 ( ) T + + = de BB = Each deerma s zero So x = 4, y = 6 x y x y (c) de BB T = M M where M rus hrough he s mors of B Hece de BB T = each M = gs( B) = (d) BC = B C ad so de BC = de B C = (de B )(de C ) = = by (8) as colum l of B s zero ad row l of C s zero Soluo 5 (a) ( P) Y = P Y Y So g (( P ) ) = g ( ) by() l Y l Y Suppose ca be chaged o S( ) = D = dag( d, d,, d ) usg eros oly By (4) here s a s s verble marx P over Z wh P = D The gl ( Y ) = gl ( DY) = d, he produc of he vara facors d for Y where l = Y I parcular g ( { } ) = d for ad g( ) = d d d {,,, l} l for l For he coverse we use duco o ad () Suppose here s P verble over Z wh P = dag( d, d,, d ) where Y = {,,, } If d = he g ( { } ) = d = ad so { } = Y gvg P = dag( d, d,, d,) = S( ) So we may assume d Wre b for he (, ) ery P ad d = gcd{ b, b +,, bs } By (7) rasposed here are eros leavg row of P uchaged for < ad creag a marx P P wh oly oe o-zero ery, amely he (, ) ery d, row for s where P s a verble s s marx over Z s P P has oly oe o-zero mor, amely dd d d we see dd d d = g ( P P) = g ( ) = dd d d So d = d s g ( { } ) = d, he eros r ( b d ) r for < reduce all oher eres colum o zero whou chagg P PY So here s a verble s s marx P over Z wh P P P = dag( d, d,, d ) = S( ) whch complees he duco So s reducble o S( ) usg eros oly o applyg (4) o P P P (b) () No, as he colum gcds are,, 4 bu g ( ) ± 4 as g ( ) = de = 48 () Yes, as r r, r r, r r, r r produce S( ) = dag(,,4) (c) By () dd ds = gs ( ) = So each d = ad S( ) = ( I s ) where I s s he s s dey marx There s a verble s s marx P over Z ad a verble marx Q over Z P Q S( ) I s = = So Q P ( I ) ( P ) ( I ) wh ( ) s Y P = = = s where I I s s
10 s he ( s) ( s) dey marx So = ( ) So ca be reduced o ( ) I Q s submarx of Q cossg of s frs s rows P Q = Q s verble over Z ad sasfes I s S( ) = I s usg ecos oly by (4) lso s he 6 5 ( ) Reducg (6,5) o s Smh ormal form (,,) produces Q = ( ) Reducg o produces Q = Soluo 6 (a) s de ad de B are o-zero we see de B s also o-zero s de = ± d ( ) all he vara facors of (ad for he same reaso hose of B ad B ) are posve sce oe are zero By () wh r = s = we see d ( ) ad d ( B ) are coprme dvsors of d ( B ), sce d ( ) ad k k dk ( B ) are dvsors of de ad de B respecvely Hece dk ( ) dk ( B ) s a dvsor of dk ( B ) for k Wre d ( B) = µ d ( ) d ( B) From de( B) = de de B we deduce, o akg k k k k modul, d ( B) = d ( ) d ( B) So µ k = ad hece each µ k = as µ k s a posve k k k k= k= eger So dk ( B) = dk ( ) dk ( B) for k whch gves S( B) = S( ) S( B) (b) de = ± 8, de B = ± By (a) above, S( B) = S( ) S( B) = dag(,) k = Secodly wre S( B) = dag( d, d) The d, 6 d, 4 d by () ad dd = 6 4 So eher S( B) = dag(, 4) or S( B) = dag(4,) k l = = k k l (c) Le d ( ) = p p where he expoes are o-egave Le P dag( p,, p ), dag( p,, p ) for < < l, k k = k l l l = ( l,, l ) dag p p Q k The = l, dk ( ) = p ad S( ) = dag( p,, p ) for l By par (a) above mus have hs las propery as S( ) = S( ) S( ) S( l ) ad so all choces for are equvale (e s uque up o equvalece) 4 4 (d) = P dag(, 8) Q where P = ad Q = So ake = P dag(,4) = ad = dag(,7) Q = The = s 4 7 S( ) = S( ) S( ) = S( ) S( ) = S( ) we see ha ad are ecessarly equvale k
11 Soluos (page 58) Soluo (a) The addo able of he addve group Z 5 s: s (4) =, (4) = 4, (4) =, (4) =, 4(4) = every eleme of Z 5 s a eger mulple of 4, ad so 4 geeraes Z 5 I he same way each of,,, 4 geeraes Z 5 The wo subgroups of Z 5 are {} ad Z 5 self (b) The addo able of he Z module Z 6 s: () =, 7(4) = 7( 4) = 7() = 4, 5() + (4) = By () he submodules H of Z 6 are {}, {, }, {,, 4},Z 6 The correspodg submodules K of Z are 6,,, Geeraors of he submodules H are,,, respecvely geeraes Z 6 ad 5 geeraes Z 6 (c) ( ) 4, 7, are he eger mulples of 4 Z ( ) 5, 9,,8,, 6, are he eger mulples of 5 Z The orders of 4,5 are, 7 respecvely Each of he remag elemes geeraes Z as he oly submodules of Z are =, 4 = 7, 5 = ad Z = by () Soluo (a) gcd{9,89} = s has order 89 he Z module Z 89, by (7) he order of 9= 9() s 89 gcd{9, 89} = 89 So 9 geeraes Z 89 s gcd{5,89} = 7, he order of 5 s 89 7 = 7 ad so 5 does o geerae he Z module Z 89 (b) s has order he Z module Z, by (7) he order of m = m() Z s gcd{ m, } Hece m geeraes Z m has order Z gcd{ m, } = (c) 5,, 5,, 5 are he o-geeraors of Z 5 Yes, hey are precsely he elemes of he submodule 5 Z 5 coas 5 elemes r wh gcd{ r,5}, e 5 r By (b) above each of he remag 5 5 = elemes are geeraors of Z 5
12 (d) ( ) p, ( ) p p, ( ) p p, ( v ) p l l p Soluo (a) 4 4 () = = 6 = as 6 (mod) (mod) So 6 4 () = () () = 4 = = as 6 6 () = () () = ( ) = showg ha he order of sasfes Bu s o a dvsor of eher 4 = or 6 = sce 4 6 (), () Hece = as ad are he oly prme dvsors of The eger powers of are () =, () = 4, () = 8, () =, () = 6, () =, () =, () = 9, () = 5, () =, () = 7, () = These accou for all he elemes of Z ad so geeraes Z Usg (7) mulplcave oao, () l has order gcd{ l,} So () l geeraes Z () l has order gcd{ l,} = gcd{ l,} = There are four egers l wh hs propery amely,5, 7, Hece he elemes r whch geerae Z are 4 (b) does o geerae Z 7 as () = However sasfes ad so () = () () = ( 4) = 6 = Hece has order 6 as 5 7, () = 6, () = ad () = 7 4 () = 4 as 8 4(mod7) Z The 5 subgroups of Z () = () () = ( ) = bu () So = g geeraes 7 are {},{, },{ 4,,, 4},{ 8, 4,,,,, 4, 8} ad Z 7 self, beg geeraed by () =,() =,() = 4,() = 8 ad respecvely Z 7 has 8 geeraors amely 7, 6, 5,,, 5, 6, 7, he 8 elemes of Z 7 o he subgroup of order 8 (c) so 8 (mod 7) as 6 () = () Z 7 lso 8 6 () = () Bu order 6 ad so geeraes Z = 59 = 7 7 So 8 4 = ( ) 6 (mod 7) ad = ( ) 4 (mod 7) ad so () = () () = ( ) = Hece 7 H 6 Z has mulplcave H H 8 H 4 H H 9 6 H H H 6 Le H d deoe he subgroup of Z 7 geeraed by () d for each of he 9 posve dvsors d of 6 The Hd = d ad he lace of subgroups of Z 7 has dagram as show The geeraors of Z 7 are he 6 (8 + 6) = elemes Z 7 bu o eher H 8 or H
13 (d) 5 9(mod 4) ad so has order The cogrueces order 8 By (7) he eleme ad so oba (mod 4), ( 9) = 8 (mod 4) Hece 4 (mod 4) ad (6) = () () = = lso (mod 4) ad so = (mod 4) show ha has 4 = () has order gcd{, } = lso 4 5 (mod 4) 5 (mod 4) Hece 5 has order s 6 = we 4 4 (6) () () () = = = ad (6) = () () = = So 6 has order 4 ad so 6 geeraes Z 4 as Z 4 = 4 Soluo 4 (a) Le g, g G The ( g + g) θ = c( g + g) = cg + cg = ( g) θ + ( g) θ For g G, m Z, ( mg) θ = c( mg) = ( cm) g = ( mc) g = m( cg) = m(( g) θ ) So θ s Z lear s ( g) θ G = g here s a eger c wh ( g) θ = cg For g G here s m Z wh g = mg Hece ( g) θ = ( mg) θ = m(( g) θ ) = m( cg) = c( mg) = cg So here s a eger c as saed Le c Z sasfy ( g) θ = c g for all g G The ( c c ) g = cg c g = ( g) θ ( g) θ = showg ha c c Hece ( c c ), e c c (mod ), e c s uque modulo I parcular c s uque for = ad c s arbrary for = Suppose ha θ s a auomorphsm of G s θ s surecve here s a Z wh ( ag) θ = g, e cag = g, e ( ca ) g =, e ca, e ca = b for some b Z Hece ca b = showg gcd{ c, } = Coversely suppose gcd{ c, } = There are egers a, b wh ca b = Reversg he above seps gves ( ag) θ = g ad hece ( mag) θ = mg for all m Z, showg θ o be surecve Suppose ( mg) θ = ( m g) θ for some m, m Z The cmg = cm g ad so cm cm, e c( m m ) Hece m m as gcd{ c, } = So m m s s he order deal of g we coclude m m g auomorphsm beg becve ( ) =, e mg = m g showg ha θ s ecve So θ s a The addve group Z s geeraed by he eger wh order deal ; so = ad gcd{ c,} = c = ± So Z has exacly wo auomorphsms amely m m ad m m for all m Z For > he Z module Z s cyclc beg geeraed by wh order deal By he frs par every Z lear mappg θ : Z Z s of he form ( m) θ = cm for some eger c ad all m Z s c s uque modulo we may wre cm = c m uambguously I follows drecly from he frs par wh G =Z, g =, ha θ s a auomorphsm of Z gcd{ c, } = So he addve group Z 9 has 6 auomorphsms correspodg o he 6 verble elemes c of Z 9 amely,, 4, 5, 7, 8, e he elemes c wh gcd{ c,9} = Yes, all hese auomorphsms are powers of θ sce () =, () = 4, () = 8, () = 6 = 7, () = = 5, () = 64 =, e 4 geeraes he mulplcave group of verble elemes of Z 9 So ( m) θ = 8 m, ( m) θ = 7 m ec (b) s g =, applyg ϕ gves (( g) ϕ) = ( g) ϕ = () ϕ = showg, e Suppose frs ha θ : G G s Z lear ad ( g) θ = g The ( mg) θ = m(( g) θ ) = mg for all m Z ad so here s a mos oe such θ Cosder θ : G G gve by ( mg) θ = mg for all
14 4 m Z Le m g = mg The ( m m) as m m sce ( m m ) g = s d we deduce d ( m m ) So ( m m ) g = as d s he order deal of g So m g = mg showg ha θ s uambguously defed lso θ s addve as ( mg + m g ) θ = (( m + m ) g ) θ = ( m + m ) g = mg + m g = ( mg ) θ + ( m g ) θ for m, m Z s ( m( m g)) θ = (( mm ) g) θ = ( mm ) g = m( m g ) = m(( m g) θ ) we see θ s Z lear (c) Wh g = g = () we oba ( + ) θ = () θ + () θ, e () θ = () θ + () θ as + = dd ()θ, he egave G of ()θ, o boh sdes obag = () θ + () θ = () θ + () θ + () θ = + () θ = () θ pply θ o g + g = ad use () o oba ( g) θ + ( g) θ = ( g + g) θ = () θ = whch meas ( g) θ = ( g) θ for all g G The eger m s he order deal of r mr = Z mr = q for some q Z m ( r gcd{ r, }) = q( gcd{ r, }) ( gcd{ r, }) m Therefore gcd{ r, } s he order deal of r Z For r Z here s a uque Z lear mappg θ : Zm Z wh () θ = r ( gcd{ r, }) m Hece ( gcd{ m, }) gcd{ r, } ad so ( gcd{ m, }) r as gcd{ r, } r Coversely ( gcd{ m, }) r ( gcd{ r, }) m he same way So here are gcd{ m, } choces for r Z amely r = l( gcd{ m, }) for l gcd{ m, } (d) ( g + g) θθ = (( g) θ + ( g) θ ) θ = ( g) θθ + ( g) θθ for all g, g G ad ( mg) θθ = (( mg) θ ) θ = ( m(( g) θ )) θ = m((( g) θ ) θ ) = m(( g) θθ ) for all m Z, g G So θθ s Z lear Suppose θ becve The ( g + g ) θ θ = g + g = ( g ) θ θ + ( g ) θ θ = (( g ) θ + ( g ) θ θ as θ s Z lear s θ s ) ( g + g ) θ = ( g ) θ + ( g ) θ for all g, g G lso ) ecve (( mg ) θ ) θ = ( mg ) θ θ = mg = m(( g ) θ θ ) = ( m(( g ) θ ) θ ad as θ s ecve ( mg ) θ = m(( g ) θ ) for all m Z, g G So θ s Z lear Le θ, ϕ, ψ be auomorphsms of G The θϕ ug by he above heory wh G = G = G ad θ = ϕ lso ( θϕ) ψ = θ ( ϕψ ) as composo of mappgs s assocave The dey ι : G G s ug ad ιθ = θ = θι for all θ ug For each θ ug we see θ ug ad θ θ = ι = θθ Hece ug s a group From (a) above u Z 9 s cyclc of order 6 wh geeraor θ However u Z 8 = { θ, θ, θ5, θ7} s o cyclc as θ = θ5 = θ7 = θ, he dey eleme of u Z 8 Soluo 5 (a) H s closed uder addo sce g + g = ( g + g ) as G s closed uder addo ( g, g G) H coas he zero of G as = + = H s closed uder egao sce g = ( g) as G s closed uder egao Le k, k K The ( k + k ) = k + k = + = So k + k K = ad so K ( k) = k = = So k K Therefore H ad K are subgroups of G ad hece are submodules of G, e mh H ad mk K for all m Z, h H, k K ( ) Take G =Z The H = {}, K =Z ad so H K ( ) Take G =Z 4 The H = {, } = K ( ) Take G =Z 8 The H = {,, 4, 6}, K = {, 4} ad so K H ( v ) Take G =Z 6 The H = {,, 4}, K = {, } ad so H K ad K H
15 5 (b) K s a Z module ad scalar mulplcao by elemes m of Z s uambguously defed by mk = mk as k = for all k K Hece K s a vecor space over Z For odd, K = {} ad dm K = For eve, K = {, } ad so dm K = Soluo 6 (a) ( mq + mq ) + ( m q + m q) = ( m + m ) q + ( m + m ) q So q, q s closed uder addo = q + q q, q ( mq + mq ) = ( m ) q + ( m ) q So q, q s closed uder egao m( mq + mq ) = ( mm ) q + ( mm ) q So q, q s closed uder eger mulplcao Therefore q, q s a submodule of he Z module Q (b) 6 = ( ), Hece 6, s = 9( 6), = 4( 6) we see, 6 sce m ( ) + m ( ) = (9m + 4 m )( 6) So 6 =, showg ha, s cyclc wh geeraor 6 (c) s gcd{ a, a } = ad gcd{ a, b } = we deduce ha gcd{ a, a b } = Smlarly gcd{ b, a b } gcd a b, a b = Therefore sa b + a b = for s, Z Hece = ad so ( ) q = gcd{ a, a }( sa b + a b )gcd{ b, b } b b = ( sa b + a b ) b b = sq + q q, q ad so q q, q s q q ( a gcd{ a, a})(lcm{ b, b} b ) q, q so q, q q Hece q, q q q q q = Z we deduce ha q ad = s cyclc wh geeraor q ad,, = q, q s also cyclc (d) s = gcd{6, 75} ad 7 = gcd{5, 56} we oba lcm{5,56} = = 8 So 8 geeraes 6 5, by (c) above s = gcd{,8} ad 5 = gcd{8,5} we see ha lcm{8,5} = 84 ad so 84 geeraes 8, 8 5 = 6 5,75 56, 8 5 Z 8 = ad so Z 6 5,75 56 Z 84 = = Z ad so Z 6 5,75 56,8 5 Soluo 7 (a) ( ) Le h, h H H The h, h H ( =,) ad so h + h H as H s closed uder addo So h + h H H showg ha H H s closed uder addo H ( =,) ad so H H h H ( =,) as H s closed uder egao ad so h H H Therefore H H s a subgroup of G ( ) ( h + h ) + ( h + h ) = ( h + h ) + ( h + h ) H + H for all h, h H ( =,) = + H + H ( h + h ) = ( h ) + ( h ) H + H So H + H s a subgroup of G ( ) Suppose o Pck h H, h H, h H, h H The h + h H H as H H s closed uder addo Bu h + h H mples h = h + ( h + h ) H (a coradco) ad h + h H mples h = ( h + h ) h H (a coradco) H H s eher H or H, boh of whch are subgroups of G (b) Subgroups of he addve group Z are cyclc, beg prcpal deals of he rg Z by (5) So H H =, H + H = More geerally m m ad m + m are cyclc beg geeraed by lcm{ m, m} = mm gcd{ m, m} ad gcd{ m, m } respecvely Soluo 8
16 6 (a) For = we have s = ( g + g) + g = g + ( g + g) by he assocave law Take > ad suppose ducvely he resul o be rue for all ordered ses of less ha elemes of G Each summao of g, g,, g order decomposes h + h for some wh < where h s a summao of g, g,, g order ad h s a summao of g+, g+,, g order By duco h = s ad h = s where s = ( (( g+ + g+ ) + g+ ) ) + g = s + g say Hece h + h = s + ( s + g) = ( s + s ) + g s s + s s a summao of g, g,, g we deduce s + s = s by duco Therefore h + h = s + g = s whch complees he duco Each summao of g, g,, g order s equal o s So he geeralsed assocave law of addo holds (b) By he commuave law g + g = g + g Take > ad suppose he resul s rue for all ses of less ha elemes of G Each summao of g, g,, g decomposes h + h for some wh < where h s a summao of g, X, X = ad h s a summao of g, Y, Y =, X Y = Ierchagg h ad h f ecessary, we may assume Y By duco h = h + g where s a summao of g for Y /{ } ad so h h + h = s by duco The duco s compleed by h + h = h + ( h + g ) = ( h + h ) + g = s + g = s (c) For m by (b) above m( g + g) = mg + mg o addg up he m elemes g, g,, g ( =,) wo ways For m < wre m = The m( g + g ) = ( g + g ) = g + ( g ) = mg + mg If mm = he ( m + m ) g = m g + mg By symmery we may assume m m For m >, m > usg (a) above wh g = g, ( m + m ) g = sm + m = sm + sm = m g + m g For m = <, m = < we have ( m + m ) g = ( + ) g = g + ( g) = m g + mg For m >, m = <, m + m >, ( m + m ) g = sm + m = sm s = m g g = m g + m g For m >, m = <, m + m = <, ( m + m ) g = g = s = s = ( s s ) = s s = m g g = m g + m g Now m m m ( mm ) g = = m ( mg) for mm = For m >, m >, by (a) above, ( mm ) g = s = m ( mg) Hece for m = <, m = <, m m ( m m ) g = (( )( )) g = ( ) g = ( g) = ( )( g) = m ( m g) m >, m = <, For ( m m ) g = ( m ) g = (( m ) g) = ( m ( g)) = m ( g) = m ( m g) m = <, m >, For ( m m ) g = ( m ) g = (( m ) g) = ( ( m g)) = ( )( m g) = m ( m g)
17 7 Soluos (page 7) Soluo (a) K = K + = {, 4}, K + = {, 5}, K + = {, 6}, K + = {,7} K + geeraes G K as r( K + ) = K + r for r < 4 G K has somorphsm ype C 4 (b) K = K + = {,, 6,9}, K + = {, 4,7,}, K + = {,5,8,} K + geeraes G K as r( K + ) = K + r, r < G K has somorphsm ype C (c) K = {8,, 6, } So K = 4 G K = G K = 4 4 = 6 K + geeraes G K whch has somorphsm ype C 6 (d) K = d where d = gcd{ m, } G K = G K = ( d) = d G K s cyclc beg geeraed by K + ad of somorphsm ype C d Soluo (a) The cyclc subgroup d has order d by (7), ad so d has dex ( d) = d Z Coversely le K be a subgroup of dex d Z So K = d By () K = d ad so he addve abela group Z has a uque subgroup of dex d (b) d has dex d Z as he coses of d Z are d + r for r < d Every o-zero subgroup K of he addve group Z s a deal of he rg Z, ad so s of he ype d, where d s a posve eger, by (5) So d s he oly subgroup of Z havg dex d No, bu s he oly subgroup of fe dex Z (c) Le G = g Every cose of K G s of he form K + mg = m( K + g) for some m Z So G K = K + g s cyclc Soluo (a) Z + has order as Z + Z, ( Z + ) = Z + Z, bu ( Z + ) = Z + = Z he zero eleme of Q Z Smlarly Z has order 8 lso Z + m, where gcd{ m, } =,, has order So every eleme of QZ has fe order (b) a( Z + m ) K Bu a( Z + m ) = Z + am = Z b + = Z + So Z + K Smlarly Z + K There are egers a, b wh a + b = d Hece b ( Z + ) + a ( Z + ) = Z + b + a = Z + d So Z + d K So d by he maxmaly of Hece d So = d ad Therefore q = ad Z + m = Z + qm = qm ( Z + ) So K = Z + (c) K Z + s a subgroup of QZ havg order Coversely le K be a subgroup of QZ wh = By (b) above K = Z + s s s+ (d) s ( Z + l ) + ( Z + m ) = Z + ( l + m ) K we see ha K s closed uder addo K coas Z + (pu l = ) he zero eleme of QZ, ad K s closed uder egao (replace l by l ) So K s a subgroup of QZ Each o-zero eleme of K s uquely expressble Z + l s s, l odd, l <, s > So K has a fe umber of elemes, represeaves beg,, 4, 4, 8, 8, 5 8, 7 8, ec K s o cyclc as QZ coas o elemes of fe order The fe subgroups of K are H H H s where H s s = Z + Le H
18 8 s be a subgroup of K ad le S = { s : Z + H} If S s bouded above, he H = H where = max{ s : s S} If S s ubouded he S s he se of all o-egave egers ad H = K s he oly fe subgroup of K Soluo 4 (a) Omg subscrps, he elemes g Z Z 4 for are (, ), (, ), (, ), (, ), (, ),(, ),(, ), (, ), (, ), (, ), (, ), (, ), e all elemes of Z Z 4 So g geeraes he addve abela group Z Z 4 whch s herefore cyclc of somorphsm ype C (b) Wre g = (, ) for =,, ad le g = (, ) The 8 o-zero elemes of G are ± g, ± g, ± g, ± g s g, g = g, g = for we see ha g ad g have order The 4 subgroups of order are g for G s a Z module, ad as every o-zero eleme has order, we see ha G s a Z module, e G s a vecor space over Z G = g, g has dmeso ad s he eral drec sum of ay wo dffere dmesoal subspaces, e G = g g = g g = g g g g g g g g = = = The addve abela group G has somorphsm ype C C (c) Wre d = gcd{, } The l( g, g) = ( lg, lg) = (( d) g,( d) g ) = (, ) = So ( g, g ) has fe order say where l lso ( g, g ) = (, ) ad so g = ad g = Hece ad So = q ad ( d) ( d) q o dvdg q hrough by d s gcd{ d, d } = we deduce ( d) q So ( d) q, e l Hece l = So he order of ( g, g ) s l = lcm{, } (d) Wre s = gcd{ s, m}, = gcd{, } By (7) he orders of s = s( ) ad = ( ) are m s ad respecvely By (c) above ( s, ) has order m s as gcd{ m s, } = Bu m m s = m s = s = = I he case m = 7, = 8 here are 6 = φ(7) choces for s 7 ad 4 = φ(8) choces for 8 Hece Z7 Z 8 has 6 4 = 4 geeraors, e here are 4 elemes of order 56 hs group (e) s m( g + h) = mg + mh = + m = we see ha g + h has fe order l where l m Now l(g + h) = ad so lg = lh Hece l g = ( lh) = lh = l = showg ha he order m of g s a dvsor of l, e m l s gcd{ m, } = we deduce m l I he same way we oba l ad so m l usg gcd{ m, } = aga Therefore m = l Noe ha G = K G K = m Replacg ϕ Exercses, Queso 4(b) by he aural homomorphsm η :G G K, we see ha he order s of h s a dvsor of he order of ( h ) η = K + h So h = ( s ) h has order By he above g + h has order m, as g has order m where K = g Therefore g + h geeraes G, e G = g + h s cyclc (f) Le g, g, g G ad g, g, g G ddo G G s assocave as (( g, g ) + ( g, g )) + ( g, g ) = ( g + g, g + g ) + ( g, g ) = (( g + g ) + g,( g + g ) + g ) = ( g + ( g + g ), g + ( g + g )) = ( g, g ) + ( g + g, g + g ) = ( g, g ) + (( g, g ) + ( g, g )) m m
19 9 The zero eleme of G G s (, ) sce (, ) + ( g, g) = ( + g, + g) = ( g, g) The egave of ( g, g ) s ( g, g) as ( g, g) + ( g, g) = ( g + g, g + g) = (, ) ddo G G s commuave as ( g, g ) + ( g, g ) = ( g + g, g + g ) = ( g + g, g + g ) = ( g, g ) + ( g, g ) So G G s a addve abela group Cosder α : G G G G defed by ( g, g) α = ( g, g) for all g G, g G The α : G G G G Soluo 5 (a) s r 7(mod) he possbles for r wh r < 4 are 7,8, 9, 4,5, 6, 7,84,95,6,7,8,9, whereas for r 6(mod ) he ls s 6,9,, 45,58, 7,84,97,,,6 So r = 84 leravely = 6 5 ad so r = = 59 = 84 (b) I a feld, he soluos of x = x are ad s Z ad Z are felds, he soluos of x = x he rg Z Z are (, ),(, ), (, ), (, ) Usg () he soluos of Z are,78, 66,, as 78 (mod), 78 (mod ) ec 4 (c) The soluos of x = he rg x = x Z Z are (, ), (, ), (, ), (, ) Usg he rg somorphsm α : Z4 Z Z of () we oba he soluos ±, ± of Z 4 The soluos of x = x are,, Z ad Z The pars (, ), (, ) Z Z correspod o 65, 77 Z 4 Usg (b) above, he soluos of x x = = x Z 4 are, ±, ±, ± 65, ± 66 (d) Usg Exercses, Queso 4(b) he umber of Z lear θ : Z Z5 Z 5 s 5, as for each r Z 5 here s a uque Z lear θ wh (, 5 ) θ = r sce he (addve) order of r s a dvsor of he order 5 of (, 5 ) Of hese 8 = φ(5) are group somorphsms (hose wh gcd{ r,5} = ) ad us oe ( r = ) s a rg somorphsm Soluo 6 (a) Suppose Z = m + m + + m There are egers a, a,, a wh = am + am + + am Le d = gcd{ m, m,, m } The d m for all wh So d ad so d = Coversely suppose d = There are egers a as above ad hece m = ma m + ma m + + ma m showg Z = m + m + + m as mam m for s gcd{5,6, 4} = ad gcd{5, 6,8} = he aswers are No ad Yes (b) Suppose o he corary ha he addve group Z has o-rval subgroups H ad H such ha Z = H H s H ad H are deals of he rg Z, by (5) here are posve egers ad wh H = ad H = Bu = + = + ( ), e he eger zero s expressble wo dffere ways as a sum of egers from H ad H So Z s decomposable (c) Suppose h + h = where h H, h H The h = h showg h H as H s closed uder egao So h H H = {} ad hece h = Therefore + h = gvg h = So H, H are depede submodules of G Suppose gve submodules H of G as saed for
20 ad suppose h + h + + h + h = where h H Replacg H, H he frs par by H + H + + H, H we deduce h + h + + h = ad h = So h = h = = h = by he depedece of H, H,, H Hece he submodules H, H,, H, H are depede as h = for Each eleme of H H H ca be expressed uquely he form h + h + + h wh h H There are H choces for each h ad so H H H = H H H (d) ypcal eleme of G = Z Z 9 s ( r, s 9) where r, s 9 There are 8 = 6 = φ(9) elemes ( r, s 9) of order 9 as here are choces for r ad φ (9) choces for s by 4( d) above The remag 8 o-rval elemes have order as all elemes of G have orders whch are facors of 9 Each cyclc subgroup of order 9 coas φ (9) elemes of order 9 ad so G coas 8 φ (9) = 8 6 = such subgroups, amely (, 9 ), (, 9 ), (, 9 ) Smlarly G has 8 φ () = 8 = 4 (cyclc) subgroups of order amely (, 9), (, 6 9), (, 9 9), (, 9) Each of he cyclc subgroups H of order 9 coas us oe subgroup of order amely (, 9 ) So for each H here are subgroups H of order wh H H = {} There are = 9 such depede pars H, H ad for each G = H H as H H = H H = 9 = 7 = G (e) Suppose k + k + + k = where k K for s k H for ad H, H,, H are depede, we see k = k = = k = By (4) he submodules K, K,, K are also depede So K = K K K Suppose K + h = K + h where h, h H There are uque elemes h, h H for wh h = h + h + + h ad h = h + h + + h s h h K here are uque elemes k K for wh h h = k + k + + k Bu h h = ( h h ) + ( h h ) + + ( h h ) whch s he oly way of expressg h h as a sum of elemes, oe from each H, s K H we deduce h h = k, e K + h = K + h for So α s uambguously defed Cosder ow ay h, h H ad le h = h + h + + h, h = h + h + + h where h, h H for The (( K + h) + ( K + h )) α = ( K + ( h + h )) α = ( K + ( h + h ),, K + ( h + h )) = ( K + h,, K + h ) + ( K + h,, K + h ) = ( K + h) α + ( K + h ) α showg α o be addve Each uple ( K + h, K + h,, K + h ) ca be wre ( K + h) α where h = h + h + + h So α s surecve Suppose ( K + h) α = ( K + h ) α The h h = k K for ddg hese equaos gves h h = ( h h ) + ( h h ) + + ( h h ) = k + k + + k K showg K + h = K + h So α s ecve Therefore α : H K ( H K) ( H K) ( H K )
21 Soluos (page 9) Soluo (a) ( ) Wre K = kerθ ad le k, k K The ( k + k ) θ = ( k) θ + ( k ) θ = + = showg ha k + k K, e K s closed uder addo lso ( k) θ = ( k) θ = = ad () θ = showg ha k K ad K s ( mk) θ = m(( k) θ ) = m = for m Z, we coclude ha mk K ad so K s a submodule of he Z module G Suppose K = {} ad le g, g G sasfy ( g) θ = ( g) θ The ( g g) θ = ( g) θ ( g) θ = ( g) θ ( g) θ = showg g g K So g g =, e g = g ad θ s ecve Coversely suppose ha θ s ecve ad le k K The ( k) θ = = () θ So k = by he ecvy of θ gvg K = {} ( ) Le g, g mθ The g = ( g) θ ad g = ( g) θ for some g, g G The g + g = ( g) θ + ( g) θ = ( g + g) θ mθ as g + g G lso g = ( g) θ = ( g) θ mθ as g G s = () θ mθ ad mg = m(( g) θ ) = ( mg) θ mθ for all m Z, we coclude ha mθ s a submodule of he Z module G Yes, mθ = G s he same as θ beg surecve (b) s (, ) θ = 4 = we see ha (, ) kerθ Yes, (, ) = (,) kerθ ad (, 4) = (, ) kerθ s m(, ) kerθ for all m Z we see (, ) kerθ Suppose ( l, m) kerθ The 4l m = ad so m = l Hece ( l, m) = ( l, l) = l(, ) (,) ad so ker θ (, ) We coclude ker θ = (, ) ll eve egers belog o mθ as (, m) θ = m s ( l, m) θ = ( l m) s eve we see mθ = whch s fe cyclc Yes as (ker θ + (, )) ɶ θ = (, ) θ = 4 = 8 ad (ker θ + (7, )) ɶ θ = (7,) θ = 4 7 = 8 By (6) ɶ θ : Z Z ker θ m θ ad so Z Z kerθ s fe cyclc wh geeraor ker θ + (,) (c) ( ) The addve group Z8 = Z 8 has subgroups,, 4, 8 ad he homomorphc mages of Z 8 are Z8, Z8, Z8 4, Z 8 8 whch are cyclc of somorphsm ypes C, C, C4, C 8 respecvely ( ) The addve group Z = Z has subgroups,,, 4, 6, ad he homomorphc mages of Z are Z, Z, Z, Z 4, Z 6, Z whch are cyclc of somorphsm ypes C, C, C, C4, C6, C respecvely ( ) The addve group Z = Z where > has subgroups d where d > ad d by () So a ypcal homomorphc mage of Z s Z d whch s cyclc of somorphsm ype C d ( v ) The addve group Z has subgroups d where d by (5) So Z d s a ypcal homomorphc mage of Z Z d s cyclc of somorphsm ype C d ( v ) The Kle 4 group Z Z = u, v has subgroups {}, u, v, u + v, Z Z The homomorphc mages of Z Z are Z Z {}, Z Z u, Z Z v, Z Z u + v, Z ZZ Z
22 ad hese are of somorphsm ypes C C, C, C, C, C respecvely (d) The dey homomorphsm ι : G G, gve by ( g) ι = g for all g G, has ker ι = {} ad mι = G So ɶ ι : G {} G by (6) The rval homomorphsm ο :G G, gve by ( g) ο = for all g G, has kerο = G ad m ο = {} So G G {} by (6) The proeco π : G G G gve by ( g, g) π = g for all ( g, g ) G G s a homomorphsm s mπ = G we see drecly ha G s a homomorphc mage of G G Smlarly π :G G G gve by ( g, g) π = g for all ( g, g ) G G s a homomorphsm wh mπ = G ad so G s a homomorphc mage of G G The mappg θ : G G G, gve by ( g, g ) θ = g g for all g, g G s a homomorphsm s kerθ = K ad mθ = G we deduce ( G G ) K G by (6) ad so he aswer s: Yes! (e) s ( g ( g) θ ) θ = ( g) θ ( g) θ = ( g) θ ( g) θ = we see g ( g) θ kerθ s ( g) θ mθ he equao g = ( g ( g) θ )) + ( g) θ shows G = kerθ + mθ To show ha kerθ ad mθ are depede submodules of G suppose k + l = where k ker θ, l mθ The l = ( g) θ for some g G pplyg θ o k + ( g) θ = gves ( k + ( g) θ ) θ = () θ = ad so ( k) θ + ( g) θ = whch gves + ( g) θ =, e l = Hece k + = ad so k = Therefore kerθ ad mθ are depede submodules of G ad so G = kerθ mθ by (5) For G = Z Z 4 we have l m = m l m = l m m l m = m m l = m l m Z Z as (, ) θ (, ) θ (, ( )) (, ) (, ) l = Z ad l l 4 4 = Z So θ s dempoe By speco ker θ = (, ) s cyclc of order ad m θ = (, ) s cyclc of order 4 Soluo (a) ( ) Cosder h, h H There are h, h H wh h = ( h ) θ, h = ( h ) θ The h + h = ( h ) θ + ( h ) θ = ( h + h ) θ H sce h + h H lso h = ( h ) θ = ( h ) θ H ad = () θ H as h, H So H s a subgroup of G s ker θ H s he kerel of θ ad H H s he mage of θ H, applyg (6) o θ gves H (ker θ H) H H ( ) Le h, h H The h + h H as ( h + h ) θ = ( h ) θ + ( h ) θ H sce ( h ) θ,( h ) θ H lso h, H as ( h ) θ = ( h ) θ H ad () θ = H So H s a subgroup of G I hs case he kerel of θ s kerθ ad he mage of θ s H mθ Replacg θ by θ (6) ow H H H gves H kerθ H mθ (b) s (,) θ = = ad (,) θ = = we see v = (,), v = (,) kerθ Suppose mv + mv = = (, ) for m, m Z The m + m = ad m = : so m = m = showg v, v o be Z depede Le ( l, m) kerθ The l m = l m = k Hece ( l, m) = mv + kv showg ha v, v geerae kerθ So, Z ad so here s k Z wh v v s a Z bass of kerθ s = (,)θ ad = (, )θ we see ha Z = mθ By (5) we have ɶ θ : Z Z kerθ Z ad so kerθ Z Z has somorphsm ype C s (,) kerθ we see kerθ Z Z s s prme, by Lagrage s heorem here are o subgroups H wh
23 {} H Z By (7) here are o subgroups H wh kerθ H Z Z, e kerθ s a maxmal subgroup of Z Z (c) s (, ) θ = + ( ) = ad (, 4) θ = 4 = we oba v = (, ), v = (,4) kerθ s (b) above, v, v are Z depede Le ( l, m) kerθ The l + m = Z 4 ad so here s k Z wh l + m = 4k Hece ( l, m) = lv + kv showg ker θ = v, v So kerθ has Z bass v, v s ( l,) θ = l Z 4 for l =,,, we see mθ =Z 4 By (5) we oba ( Z Z) kerθ Z 4 ad so ( Z Z ) kerθ has somorphsm ype C 4 s Z 4 has exacly subgroups H, amely 4,,, by (7) here are correspodg subgroups of Z Z coag kerθ, amely ker θ, H, Z Z, where H = {( l, m) Z Z : l + m } has Z bass (, ),(,) (d) s ( l, m) kerθ l = l, m = 4 m ( l, m Z ) ( l, m) = l ( e ) + m (4 e ) ( l, m) e,4e we see kerθ = e,4e, e kerθ has Z bass e, 4e For H = (, ) we have ( l, m) H ( l, m) θ (, ) ( l, m) {(,),(,)} l arbrary (ay eger), ρ m = 4m So ρ = (,), ρ = (,4) s a Z bass of H ad = = has vara facors ρ 4 d =, d = 4 G H = H + (, ) s cyclc of order 4 ad so of somorphsm ype C C4 = C4 Smlarly for H = (, ) we have = ; so d = d = ad G H = H + (, ), H + (, ) whch has somorphsm ype C C For H = (, ) we see = ; so d =, d = ad G H = H + (, ) whch has somorphsm ype C C = C (e) s θ η s surecve, beg he composo of wo surecve mappgs, we see mθη = G H lso ker θ η = { h G : ( h) θ η = H } as H s he zero eleme of G H So ker θ η = { h G : ( h) θ H } = H pplyg (6) o θ η gves θ η :G H G H Soluo (a) There are k, k K such ha r = r + k, r = r + k Therefore r r = ( r + k )( r + k ) = r r + k where k = r k + kr + k k s K s a deal of R we see ha r k, k r, k k K, ad so k K as K s closed uder addo Hece r r r r (mod K) ad so K + r r = K + r r by (9), showg ha cose mulplcao s uambguously defed Wre r = K + r ad he R K has bary operaos r + r = r + r ad ( r )( r ) = r r where r, r R Now ( R K, + ) s a abela group by () Le r, r, r R The (( r )( r ))( r ) = ( r r )( r ) = ( r r ) r = r ( r r ) = ( r )( r r ) = ( r )(( r )( r )) showg ha cose mulplcao s assocave Cose mulplcao s dsrbuve because (( r ) + ( r ))( r ) = ( r + r )( r ) = ( r + r ) r = r r + r r = r r + r r = ( r )( r ) + ( r )( r ) ad smlarly ( r )(( r ) + ( r )) = ( r )( r ) + ( r )( r ) lso ( e)( r) = er = r = re = ( r)( e) for all r R, ad so R K s a rg wh eleme e = K + e
24 4 By () η s addve s ( r r ) η = r r = ( r )( r ) = ( r ) η ( r ) η for all r, r R ad ( e) η = e we see η s a rg homomorphsm lso mη = R K ad kerη = K (b) By Queso(a)( ) above, mθ s a subgroup of ( R, + ) s ( r ) θ ( r ) θ = ( r r ) θ for all r, r R we see mθ s closed uder mulplcao The eleme e of R belogs o mθ as e = ( e) θ So mθ s a subrg of R ad hece mθ s self a rg By Queso(a)( ) above, kerθ s a subgroup of ( R, + ) Cosder r R, k K ; he ( rk) θ = ( r) θ ( k) θ = ( r) θ = ad so rk K = kerθ Smlarly kr K ad so K s a deal of R Kerels of rg homomorphsms are deals By (6) ɶ θ : R K mθ s a somorphsm of addve abela groups lso (( r )( r )) ɶ θ = ( r r ) ɶ θ = ( r r ) θ = ( r ) θ ( r ) θ = ( r ) ɶ θ ( r ) ɶ θ for all r, r R So ɶ θ s a rg somorphsm as ( e) ɶ θ = e Therefore ɶ θ : R K mθ (c) By (b) above kerθ s a deal of he rg Z By (5) here s a o-egave eger d wh kerθ = d By (b) above ɶ θ : Z d mθ, showg ha he rgs Z d = Z d are, up o somorphsm, he (rg) homomorphc mages of Z (d) For r, r R we see ( r + r ) θθ = (( r ) θ + ( r ) θ ) θ = ( r ) θθ + ( r ) θθ ad ( r r ) θθ = (( r ) θ ( r ) θ ) θ = ( r ) θθ ( r ) θθ showg ha θθ s addve ad mulplcave s ( e) θ = e ad ( e ) θ = e we see ( e) θθ = e where e, e, e are he elemes of R, R, R So θθ : R R s a rg homomorphsm Suppose ha θ s a rg somorphsm Cosder r, r R ad wre r = ( r ) θ, r = ( r ) θ The ad so (( r ) θ + ( r ) θ ) θ = ( r + r ) θ = ( r ) θ + ( r ) θ = r + r = ( r + r ) θ θ ( r ) θ + ( r ) θ = ( r + r ) θ as θ s ecve, ad θ s addve Smlarly r θ r θ θ = r r θ = r θ r θ = r r = r r θ θ ad so ( r ) θ ( r ) θ = ( r r ) θ θ s mulplcave s θ = we coclude θ : R R s a rg (( ) ( ) ) ( ) ( ) ( ) ( ) as θ s addve, ad ( e ) e somorphsm Take R = R = R ad suppose θ, θ are becve, e suppose θ, θ u R By he above heory θθ, θ u R s he dey mappg ι R of R belogs o u R we see ha u R s a group ( s a subgroup of he group of all becos of R R ) (e) By Exercses, Queso 4(f ) he drec sum R R of he addve groups of R ad R s self a addve group I order o verfy he rg axoms volvg mulplcao, cosder r, r, r R ad r, r, r R The ( r, r )(( r, r ) + ( r, r )) = ( r, r )( r + r, r + r ) = ( r ( r + r ), r ( r + r )) = ( r r + r r, r r + r r ) = ( r r, r r ) + ( r r, r r ) = ( r, r )( r, r ) + ( r, r )( r, r ) whch shows ha oe dsrbuve law holds R R The oher dsrbuve law holds R R ad ca be verfed he same way The assocave law of mulplcao holds R R as (( r, r )( r, r ))( r, r ) = ( r r, r r )( r, r ) = (( r r ) r,( r r ) r ) = ( r ( r r ), r ( r r )) = ( r, r )( r r, r r ) = ( r, r )(( r, r )( r, r )) usg hs law he rgs R ad R Le e ad e deoe he elemes of R ad R respecvely The ( e, e )( r, r ) = ( er, er ) = ( r, r ) = ( r e, re ) = ( r, r )( e, e ) whch shows ha R R has eleme ( e, e ) Therefore R R s a rg
25 5 (f) By Exercses, Queso 7( a)( ) ad ( ) boh K L ad K + L are addve abela groups Cosder r R ad m K L The m K ad m L s K s a deal of R we see rm, mr K s L s a deal of R we see rm, mr L So rm, mr K L ad K L s a deal of R Cosder r R, m K + L The m = k + l where k K ad l L So rm = r( k + l) = rk + rl K + L sce rk K ad rl L as before lso mr = ( k + l) r = kr + lr K + L sce kr K ad lr L So K + L s a deal of R For r, r R usg addo ad mulplcao he rgs R K, R L ad R K R L ( r + r ) α = ( r + r + K, r + r + L) = (( r + K) + ( r + K),( r + L) + ( r + L)) = ( r + K, r + L) + ( r + K, r + L) = ( r ) α + ( r ) α ad ( r r ) α = ( r r + K, r r + L) = (( r + K)( r + K),( r + L)( r + L)) = ( r + K, r + L)( r + K, r + L) = ( r ) α ( r ) α Le e be he eleme of R s ( e) α = ( e + K, e + L) s he eleme of R K R L we see ha α s a rg homomorphsm The eleme of R K R L s ( K, L ) s ( r) α = ( K, L) ( r + K, r + L) r K, r L r K L we see kerα = K L Now we use K + L = R o fd mα : here are elemes k K ad l L wh k + l = e Cosder a arbrary eleme ( s + K, + L) of R K R L ad so s, R Wre r = sl + k The r s = r se = s( l e) + k = s( k) + k = ( s) k K ad so r + K = s + K lso r = r e = sl + ( k e) = sl + ( l) = ( s ) l L ad so r + L = + L Therefore ( r) α = ( r + K, r + L) = ( s + K, + L) ad mα = R K R L By (b) above ɶ α : R ( K L) R K R L s a rg somorphsm where ( r + K L) ɶ α = ( r + K, r + L) for all r R Soluo 4 (a) Suppose ha K s ormal G Le g G ad cosder kg Kg where k K The kg g( g kg) gk = as g kg K So Kg gk Replacg g by g he ormaly codo gves gkg K for all k K Cosder gk gk The gk = ( gkg ) g Kg So gk Kg ad hece Kg = gk Coversely suppose Kg = gk for all g G For k K, g G we have kg Kg ad so kg gk There s k K wh kg = gk Hece k K, g G g kg k K =, e g kg K for all For g S he permuao g σ g s eve usg he rules of pary, as g ad g have he same pary ad σ s eve So g σ g σ showg ha σ s ormal S s () τ =,() τ = ad () σ τσ = () τσ = () σ = we see σ τσ τ So τ s o a ormal subgroup of S Suppose Kg = Kg ad Kg = Kg Usg he above heory we oba Kg g = Kg g = g g K = g g K = Kg g showg ha cose mulplcao s uambguously defed So G K s closed uder cose mulplcao Le e deoe he dey eleme of G ad le g, g, g, g G The ( KgKg ) Kg = K( gg ) g = Kg( gg) = Kg( KgKg) showg ha cose mulplcao s assocave s KeKg = Keg = Kg = Kge = KgKe we see ha K = Ke s he dey eleme of
26 6 G K s Kg Kg = Kg g = Ke = Kgg = KgKg we see ha G K s a group (b) G = {,, 4, 7, 8,,, 4} For K = {, 4} we have Kg s he verse of Kg So K = {, 8}, K 7 = {7, }, K = {, 4} whch paro G The mulplcao able of G K s K K K 7 K K K K K 7 K K K K K K 7 K 7 K 7 K K K K K K 7 K K For example K K 7 = K 4 = K The paer he able s he same as ha he addo able of he Kle 4 group Z Z So G K has somorphsm ype C C For K = {, 4} we have K = {, }, K 4 = {4, }, K 8 = {7, 8} whch paro G The mulplcao able of G K s K K K 4 K 8 K K K K 4 K 8 K K K 4 K 8 K K 4 K 4 K 8 K K K 8 K 8 K K K 4 ad so G K s cyclc beg geeraed by K So G K has somorphsm ype C 4 ( ) Takg K = {, 4} ad K = {, 4} we see ha K K as boh K ad K are cyclc of order However G K ad G K are o somorphc So K K does o mply G K G K Le K = {, 4,, 4} whch s a Kle 4 group The wo coses K ad K = {, 7, 8, } paro G The mulplcao able of G K s K K K K K K K K ad G K s of somorphsm ype C Le K = {,, 4, 8} whch s cyclc of order 4 The wo coses K ad K 7 = {7,,, 4} paro G The mulplcao able of G K s ad G K has somorphsm ype C K K 7 K K K 7 K 7 K 7 K
27 7 ( ) Takg K = {, 4,, 4} ad K = {,, 4, 8} we see ha G K ad G K are somorphc alhough K ad K are o somorphc So G K G K does o mply K K (c) Wre x = ( e) θ The x = ( e) θ ( e) θ = ( e ) θ = ( e) θ = x s x G here s x G wh xx = e Hece e = xx = x x = x, e ( e) θ = e pplyg θ o g g = e = gg gves ( g ) θ ( g) θ = e = ( g) θ ( g ) θ showg ha ( g ) θ s he verse of ( g) θ, e ( g ) θ = (( g) θ ) for all g G s ( e) θ = e we see e K Le k, k K The ( kk ) θ = ( k) θ ( k) θ = e e = e showg kk K s ( k ) θ (( k) θ ) e = = = e we see k K Therefore K = kerθ s a subgroup of G s ( e) θ = e we see e mθ s ( g) θ ( g) θ = ( gg ) θ mθ for g, g G ad so mθ s closed uder mulplcao s (( g) θ ) = ( g ) θ mθ for all g G we see mθ s a subgroup of G Le k K, g G The ( g kg) θ = ( g ) θ ( k) θ ( g) θ = (( g) θ ) e ( g) θ = (( g) θ ) ( g) θ = e showg ha g kg K So K = kerθ s ormal G Kerels of group homomorphsms are ormal subgroups s ( kg) θ = ( k) θ ( g) θ = e ( g) θ = ( g) θ all elemes of he cose Kg are mapped by θ o he same eleme ( g) θ So ɶ θ :G K mθ defed by ( Kg ) ɶ θ = ( g ) θ s uambguous ad surecve Suppose ( Kg) ɶ θ = ( Kg) ɶ θ The ( g ) θ = ( g ) θ ad so ( g g ) ( g ) (( g ) ) ( g ) (( g ) ) e θ = θ θ = θ θ = showg gg = k K So g = kg ad hece Kg = Kg, ha s, ɶ θ s ecve s (( Kg)( Kg)) ɶ θ = ( Kgg ) ɶ θ = ( gg ) θ = ( g) θ ( g) θ = ( Kg) ɶ θ ( Kg) ɶ θ we see ha ɶ θ s a group somorphsm ad so ɶ θ : G K mθ, he frs somorphsm heorem for groups Le, GL ( R) where R s a o-rval commuave rg The de,de U ( R) ad ( ) θ = de = de de = ( ) θ ( ) θ by he mulplcave propery (8) of deermas So θ : GL ( R) U ( R) s a group homomorphsm For u U ( R) he dagoal marx U = dag( u, e, e,, e), where e s he eleme of R, s verble over R ad ( U ) θ = de U = u So θ s surecve, e m θ = U ( R) lso SL ( R ) s a ormal subgroup of GL ( R ) wh GL ( R) SL ( R) U ( R) by he frs somorphsm heorem above for groups Takg R =Z we have U ( Z ) = Z = p ad so p p p SL Z GL Z p p p p p p p ( p) = ( p) ( ) = ( )( ) ( ) ( ) (d) Le g, g, g G ad g, g, g G The (( g, g )( g, g ))( g, g ) = ( g g, g g )( g, g ) = (( g g ) g,( g g ) g ) = ( g ( g g ), g ( g g )) = ( g, g )( g g, g g ) = ( g, g )(( g, g )( g, g )) showg ha compoewse mulplcao o G G s assocave The par ( e, e ) cossg of he dey elemes e of G ad e of G s he dey eleme of G G because ( g, g)( e, e ) = ( ge, ge ) = ( g, g) = ( e g, eg ) = ( e, e )( g, g) for all ( g, g) G G The verse of ( g, g ) s ( g, g ) as ( g, g )( g, g ) = ( g g, g g ) = ( e, e ) = ( g g, g g ) = ( g, g )( g, g )
The Poisson Process Properties of the Poisson Process
Posso Processes Summary The Posso Process Properes of he Posso Process Ierarrval mes Memoryless propery ad he resdual lfeme paradox Superposo of Posso processes Radom seleco of Posso Pos Bulk Arrvals ad
More informationM. Sc. MATHEMATICS MAL-521 (ADVANCE ABSTRACT ALGEBRA)
. Sc. ATHEATICS AL-52 (ADVANCE ABSTRACT ALGEBRA) Lesso No &Lesso Name Wrer Veer Lear Trasformaos Dr. Pakaj Kumar Dr. Nawee Hooda 2 Caocal Trasformaos Dr. Pakaj Kumar Dr. Nawee Hooda 3 odules I Dr. Pakaj
More informationContinuous Time Markov Chains
Couous me Markov chas have seay sae probably soluos f a oly f hey are ergoc, us lke scree me Markov chas. Fg he seay sae probably vecor for a couous me Markov cha s o more ffcul ha s he scree me case,
More informationKey words: Fractional difference equation, oscillatory solutions,
OSCILLATION PROPERTIES OF SOLUTIONS OF FRACTIONAL DIFFERENCE EQUATIONS Musafa BAYRAM * ad Ayd SECER * Deparme of Compuer Egeerg, Isabul Gelsm Uversy Deparme of Mahemacal Egeerg, Yldz Techcal Uversy * Correspodg
More informationSolution set Stat 471/Spring 06. Homework 2
oluo se a 47/prg 06 Homework a Whe he upper ragular elemes are suppressed due o smmer b Le Y Y Y Y A weep o he frs colum o oba: A ˆ b chagg he oao eg ad ec YY weep o he secod colum o oba: Aˆ YY weep o
More informationQR factorization. Let P 1, P 2, P n-1, be matrices such that Pn 1Pn 2... PPA
QR facorzao Ay x real marx ca be wre as AQR, where Q s orhogoal ad R s upper ragular. To oba Q ad R, we use he Householder rasformao as follows: Le P, P, P -, be marces such ha P P... PPA ( R s upper ragular.
More information14. Poisson Processes
4. Posso Processes I Lecure 4 we roduced Posso arrvals as he lmg behavor of Bomal radom varables. Refer o Posso approxmao of Bomal radom varables. From he dscusso here see 4-6-4-8 Lecure 4 " arrvals occur
More informationAsymptotic Behavior of Solutions of Nonlinear Delay Differential Equations With Impulse
P a g e Vol Issue7Ver,oveber Global Joural of Scece Froer Research Asypoc Behavor of Soluos of olear Delay Dffereal Equaos Wh Ipulse Zhag xog GJSFR Classfcao - F FOR 3 Absrac Ths paper sudes he asypoc
More information(1) Cov(, ) E[( E( ))( E( ))]
Impac of Auocorrelao o OLS Esmaes ECON 3033/Evas Cosder a smple bvarae me-seres model of he form: y 0 x The four key assumpos abou ε hs model are ) E(ε ) = E[ε x ]=0 ) Var(ε ) =Var(ε x ) = ) Cov(ε, ε )
More informationFORCED VIBRATION of MDOF SYSTEMS
FORCED VIBRAION of DOF SSES he respose of a N DOF sysem s govered by he marx equao of moo: ] u C] u K] u 1 h al codos u u0 ad u u 0. hs marx equao of moo represes a sysem of N smulaeous equaos u ad s me
More informationCHAPTER 4 RADICAL EXPRESSIONS
6 CHAPTER RADICAL EXPRESSIONS. The th Root of a Real Number A real umber a s called the th root of a real umber b f Thus, for example: s a square root of sce. s also a square root of sce ( ). s a cube
More informationFundamentals of Speech Recognition Suggested Project The Hidden Markov Model
. Projec Iroduco Fudameals of Speech Recogo Suggesed Projec The Hdde Markov Model For hs projec, s proposed ha you desg ad mpleme a hdde Markov model (HMM) ha opmally maches he behavor of a se of rag sequeces
More informationContinuous Indexed Variable Systems
Ieraoal Joural o Compuaoal cece ad Mahemacs. IN 0974-389 Volume 3, Number 4 (20), pp. 40-409 Ieraoal Research Publcao House hp://www.rphouse.com Couous Idexed Varable ysems. Pouhassa ad F. Mohammad ghjeh
More informationPartial Molar Properties of solutions
Paral Molar Properes of soluos A soluo s a homogeeous mxure; ha s, a soluo s a oephase sysem wh more ha oe compoe. A homogeeous mxures of wo or more compoes he gas, lqud or sold phase The properes of a
More informationFully Fuzzy Linear Systems Solving Using MOLP
World Appled Sceces Joural 12 (12): 2268-2273, 2011 ISSN 1818-4952 IDOSI Publcaos, 2011 Fully Fuzzy Lear Sysems Solvg Usg MOLP Tofgh Allahvraloo ad Nasser Mkaelvad Deparme of Mahemacs, Islamc Azad Uversy,
More information4. THE DENSITY MATRIX
4. THE DENSTY MATRX The desy marx or desy operaor s a alerae represeao of he sae of a quaum sysem for whch we have prevously used he wavefuco. Alhough descrbg a quaum sysem wh he desy marx s equvale o
More informationSupplement Material for Inverse Probability Weighted Estimation of Local Average Treatment Effects: A Higher Order MSE Expansion
Suppleme Maeral for Iverse Probably Weged Esmao of Local Average Treame Effecs: A Hger Order MSE Expaso Sepe G. Doald Deparme of Ecoomcs Uversy of Texas a Aus Yu-C Hsu Isue of Ecoomcs Academa Sca Rober
More informationSome Probability Inequalities for Quadratic Forms of Negatively Dependent Subgaussian Random Variables
Joural of Sceces Islamc epublc of Ira 6(: 63-67 (005 Uvers of ehra ISSN 06-04 hp://scecesuacr Some Probabl Iequales for Quadrac Forms of Negavel Depede Subgaussa adom Varables M Am A ozorga ad H Zare 3
More information8. Queueing systems lect08.ppt S Introduction to Teletraffic Theory - Fall
8. Queueg sysems lec8. S-38.45 - Iroduco o Teleraffc Theory - Fall 8. Queueg sysems Coes Refresher: Smle eleraffc model M/M/ server wag laces M/M/ servers wag laces 8. Queueg sysems Smle eleraffc model
More informationQuantum Mechanics II Lecture 11 Time-dependent perturbation theory. Time-dependent perturbation theory (degenerate or non-degenerate starting state)
Pro. O. B. Wrgh, Auum Quaum Mechacs II Lecure Tme-depede perurbao heory Tme-depede perurbao heory (degeerae or o-degeerae sarg sae) Cosder a sgle parcle whch, s uperurbed codo wh Hamloa H, ca exs a superposo
More informationThe ray paths and travel times for multiple layers can be computed using ray-tracing, as demonstrated in Lab 3.
C. Trael me cures for mulple reflecors The ray pahs ad rael mes for mulple layers ca be compued usg ray-racg, as demosraed Lab. MATLAB scrp reflec_layers_.m performs smple ray racg. (m) ref(ms) ref(ms)
More informationCyclically Interval Total Colorings of Cycles and Middle Graphs of Cycles
Ope Joural of Dsree Mahemas 2017 7 200-217 hp://wwwsrporg/joural/ojdm ISSN Ole: 2161-7643 ISSN Pr: 2161-7635 Cylally Ierval Toal Colorgs of Cyles Mddle Graphs of Cyles Yogqag Zhao 1 Shju Su 2 1 Shool of
More informationReal-Time Systems. Example: scheduling using EDF. Feasibility analysis for EDF. Example: scheduling using EDF
EDA/DIT6 Real-Tme Sysems, Chalmers/GU, 0/0 ecure # Updaed February, 0 Real-Tme Sysems Specfcao Problem: Assume a sysem wh asks accordg o he fgure below The mg properes of he asks are gve he able Ivesgae
More informationAML710 CAD LECTURE 12 CUBIC SPLINE CURVES. Cubic Splines Matrix formulation Normalised cubic splines Alternate end conditions Parabolic blending
CUIC SLINE CURVES Cubc Sples Marx formulao Normalsed cubc sples Alerae ed codos arabolc bledg AML7 CAD LECTURE CUIC SLINE The ame sple comes from he physcal srume sple drafsme use o produce curves A geeral
More informationLeast Squares Fitting (LSQF) with a complicated function Theexampleswehavelookedatsofarhavebeenlinearintheparameters
Leas Squares Fg LSQF wh a complcaed fuco Theeampleswehavelookedasofarhavebeelearheparameers ha we have bee rg o deerme e.g. slope, ercep. For he case where he fuco s lear he parameers we ca fd a aalc soluo
More informationThe Linear Regression Of Weighted Segments
The Lear Regresso Of Weghed Segmes George Dael Maeescu Absrac. We proposed a regresso model where he depede varable s made o up of pos bu segmes. Ths suao correspods o he markes hroughou he da are observed
More informationMATH 247/Winter Notes on the adjoint and on normal operators.
MATH 47/Wter 00 Notes o the adjot ad o ormal operators I these otes, V s a fte dmesoal er product space over, wth gve er * product uv, T, S, T, are lear operators o V U, W are subspaces of V Whe we say
More informationFor the plane motion of a rigid body, an additional equation is needed to specify the state of rotation of the body.
The kecs of rgd bodes reas he relaoshps bewee he exeral forces acg o a body ad he correspodg raslaoal ad roaoal moos of he body. he kecs of he parcle, we foud ha wo force equaos of moo were requred o defe
More informationInterval Estimation. Consider a random variable X with a mean of X. Let X be distributed as X X
ECON 37: Ecoomercs Hypohess Tesg Iervl Esmo Wh we hve doe so fr s o udersd how we c ob esmors of ecoomcs reloshp we wsh o sudy. The queso s how comforble re we wh our esmors? We frs exme how o produce
More informationBrownian Motion and Stochastic Calculus. Brownian Motion and Stochastic Calculus
Browa Moo Sochasc Calculus Xogzh Che Uversy of Hawa a Maoa earme of Mahemacs Seember, 8 Absrac Ths oe s abou oob decomoso he bascs of Suare egrable margales Coes oob-meyer ecomoso Suare Iegrable Margales
More informationA note on Turán number Tk ( 1, kn, )
A oe o Turá umber T (,, ) L A-Pg Beg 00085, P.R. Cha apl000@sa.com Absrac: Turá umber s oe of prmary opcs he combaorcs of fe ses, hs paper, we wll prese a ew upper boud for Turá umber T (,, ). . Iroduco
More informationExercises for Square-Congruence Modulo n ver 11
Exercses for Square-Cogruece Modulo ver Let ad ab,.. Mark True or False. a. 3S 30 b. 3S 90 c. 3S 3 d. 3S 4 e. 4S f. 5S g. 0S 55 h. 8S 57. 9S 58 j. S 76 k. 6S 304 l. 47S 5347. Fd the equvalece classes duced
More informationComplementary Tree Paired Domination in Graphs
IOSR Joural of Mahemacs (IOSR-JM) e-issn: 2278-5728, p-issn: 239-765X Volume 2, Issue 6 Ver II (Nov - Dec206), PP 26-3 wwwosrjouralsorg Complemeary Tree Pared Domao Graphs A Meeaksh, J Baskar Babujee 2
More informationDetermination of Antoine Equation Parameters. December 4, 2012 PreFEED Corporation Yoshio Kumagae. Introduction
refeed Soluos for R&D o Desg Deermao of oe Equao arameers Soluos for R&D o Desg December 4, 0 refeed orporao Yosho Kumagae refeed Iroduco hyscal propery daa s exremely mpora for performg process desg ad
More informationSolution. The straightforward approach is surprisingly difficult because one has to be careful about the limits.
ose ad Varably Homewor # (8), aswers Q: Power spera of some smple oses A Posso ose A Posso ose () s a sequee of dela-fuo pulses, eah ourrg depedely, a some rae r (More formally, s a sum of pulses of wdh
More informationFALL HOMEWORK NO. 6 - SOLUTION Problem 1.: Use the Storage-Indication Method to route the Input hydrograph tabulated below.
Jorge A. Ramírez HOMEWORK NO. 6 - SOLUTION Problem 1.: Use he Sorage-Idcao Mehod o roue he Ipu hydrograph abulaed below. Tme (h) Ipu Hydrograph (m 3 /s) Tme (h) Ipu Hydrograph (m 3 /s) 0 0 90 450 6 50
More informationThe Mean Residual Lifetime of (n k + 1)-out-of-n Systems in Discrete Setting
Appled Mahemacs 4 5 466-477 Publshed Ole February 4 (hp//wwwscrporg/oural/am hp//dxdoorg/436/am45346 The Mea Resdual Lfeme of ( + -ou-of- Sysems Dscree Seg Maryam Torab Sahboom Deparme of Sascs Scece ad
More informationSolution of Impulsive Differential Equations with Boundary Conditions in Terms of Integral Equations
Joural of aheacs ad copuer Scece (4 39-38 Soluo of Ipulsve Dffereal Equaos wh Boudary Codos Ters of Iegral Equaos Arcle hsory: Receved Ocober 3 Acceped February 4 Avalable ole July 4 ohse Rabba Depare
More informationLeast squares and motion. Nuno Vasconcelos ECE Department, UCSD
Leas squares ad moo uo Vascocelos ECE Deparme UCSD Pla for oda oda we wll dscuss moo esmao hs s eresg wo was moo s ver useful as a cue for recogo segmeao compresso ec. s a grea eample of leas squares problem
More informationReal-time Classification of Large Data Sets using Binary Knapsack
Real-me Classfcao of Large Daa Ses usg Bary Kapsack Reao Bru bru@ds.uroma. Uversy of Roma La Sapeza AIRO 004-35h ANNUAL CONFERENCE OF THE ITALIAN OPERATIONS RESEARCH Sepember 7-0, 004, Lecce, Ialy Oule
More informationExtremal graph theory II: K t and K t,t
Exremal graph heory II: K ad K, Lecure Graph Theory 06 EPFL Frak de Zeeuw I his lecure, we geeralize he wo mai heorems from he las lecure, from riagles K 3 o complee graphs K, ad from squares K, o complee
More informationCyclone. Anti-cyclone
Adveco Cycloe A-cycloe Lorez (963) Low dmesoal aracors. Uclear f hey are a good aalogy o he rue clmae sysem, bu hey have some appealg characerscs. Dscusso Is he al codo balaced? Is here a al adjusme
More information( 1)u + r2i. f (x2i+1 ) +
Malaya Joural of Maemak, Vol. 6, No., 6-76, 08 hps://do.org/0.667/mjm060/00 Geeral soluo ad geeralzed Ulam - Hyers sably of r ype dmesoal quadrac-cubc fucoal equao radom ormed spaces: Drec ad fxed po mehods
More informationOn subsets of the hypercube with prescribed Hamming distances
O subses of he hypercube wh prescrbed Hammg dsaces Hao Huag Oleksy Klurma Cosm Pohoaa Absrac A celebraed heorem of Klema exremal combaorcs saes ha a colleco of bary vecors {0, 1} wh dameer d has cardaly
More informationMA 524 Homework 6 Solutions
MA 524 Homework 6 Solutos. Sce S(, s the umber of ways to partto [] to k oempty blocks, ad c(, s the umber of ways to partto to k oempty blocks ad also the arrage each block to a cycle, we must have S(,
More informationMaps on Triangular Matrix Algebras
Maps o ragular Matrx lgebras HMED RMZI SOUROUR Departmet of Mathematcs ad Statstcs Uversty of Vctora Vctora, BC V8W 3P4 CND sourour@mathuvcca bstract We surveys results about somorphsms, Jorda somorphsms,
More informationTESTS BASED ON MAXIMUM LIKELIHOOD
ESE 5 Toy E. Smth. The Basc Example. TESTS BASED ON MAXIMUM LIKELIHOOD To llustrate the propertes of maxmum lkelhood estmates ad tests, we cosder the smplest possble case of estmatg the mea of the ormal
More informationProbability Bracket Notation and Probability Modeling. Xing M. Wang Sherman Visual Lab, Sunnyvale, CA 94087, USA. Abstract
Probably Bracke Noao ad Probably Modelg Xg M. Wag Sherma Vsual Lab, Suyvale, CA 94087, USA Absrac Ispred by he Drac oao, a ew se of symbols, he Probably Bracke Noao (PBN) s proposed for probably modelg.
More informationIdeal multigrades with trigonometric coefficients
Ideal multgrades wth trgoometrc coeffcets Zarathustra Brady December 13, 010 1 The problem A (, k) multgrade s defed as a par of dstct sets of tegers such that (a 1,..., a ; b 1,..., b ) a j = =1 for all
More informationTHE PUBLISHING HOUSE PROCEEDINGS OF THE ROMANIAN ACADEMY, Series A, OF THE ROMANIAN ACADEMY Volume 10, Number 2/2009, pp
THE PUBLIHING HOUE PROCEEDING OF THE ROMANIAN ACADEMY, eres A, OF THE ROMANIAN ACADEMY Volume 0, Number /009,. 000-000 ON ZALMAI EMIPARAMETRIC DUALITY MODEL FOR MULTIOBJECTIVE FRACTIONAL PROGRAMMING WITH
More informationOn Metric Dimension of Two Constructed Families from Antiprism Graph
Mah S Le 2, No, -7 203) Mahemaal Sees Leers A Ieraoal Joural @ 203 NSP Naural Sees Publhg Cor O Mer Dmeso of Two Cosrued Famles from Aprm Graph M Al,2, G Al,2 ad M T Rahm 2 Cere for Mahemaal Imagg Tehques
More informationAn interesting result about subset sums. Nitu Kitchloo. Lior Pachter. November 27, Abstract
A ieresig resul abou subse sums Niu Kichloo Lior Pacher November 27, 1993 Absrac We cosider he problem of deermiig he umber of subses B f1; 2; : : :; g such ha P b2b b k mod, where k is a residue class
More informationThe algebraic immunity of a class of correlation immune H Boolean functions
Ieraoal Coferece o Advaced Elecroc Scece ad Techology (AEST 06) The algebrac mmuy of a class of correlao mmue H Boolea fucos a Jgla Huag ad Zhuo Wag School of Elecrcal Egeerg Norhwes Uversy for Naoales
More informationMoments of Order Statistics from Nonidentically Distributed Three Parameters Beta typei and Erlang Truncated Exponential Variables
Joural of Mahemacs ad Sascs 6 (4): 442-448, 200 SSN 549-3644 200 Scece Publcaos Momes of Order Sascs from Nodecally Dsrbued Three Parameers Bea ype ad Erlag Trucaed Expoeal Varables A.A. Jamoom ad Z.A.
More informationChapter 9 Jordan Block Matrices
Chapter 9 Jorda Block atrces I ths chapter we wll solve the followg problem. Gve a lear operator T fd a bass R of F such that the matrx R (T) s as smple as possble. f course smple s a matter of taste.
More informationθ = θ Π Π Parametric counting process models θ θ θ Log-likelihood: Consider counting processes: Score functions:
Paramerc coug process models Cosder coug processes: N,,..., ha cou he occurreces of a eve of eres for dvduals Iesy processes: Lelhood λ ( ;,,..., N { } λ < Log-lelhood: l( log L( Score fucos: U ( l( log
More information. The set of these sums. be a partition of [ ab, ]. Consider the sum f( x) f( x 1)
Chapter 7 Fuctos o Bouded Varato. Subject: Real Aalyss Level: M.Sc. Source: Syed Gul Shah (Charma, Departmet o Mathematcs, US Sargodha Collected & Composed by: Atq ur Rehma (atq@mathcty.org, http://www.mathcty.org
More informationVARIATIONAL ITERATION METHOD FOR DELAY DIFFERENTIAL-ALGEBRAIC EQUATIONS. Hunan , China,
Mahemacal ad Compuaoal Applcaos Vol. 5 No. 5 pp. 834-839. Assocao for Scefc Research VARIATIONAL ITERATION METHOD FOR DELAY DIFFERENTIAL-ALGEBRAIC EQUATIONS Hoglag Lu Aguo Xao Yogxag Zhao School of Mahemacs
More informationEE 6885 Statistical Pattern Recognition
EE 6885 Sascal Paer Recogo Fall 005 Prof. Shh-Fu Chag hp://.ee.columba.edu/~sfchag Lecure 8 (/8/05 8- Readg Feaure Dmeso Reduco PCA, ICA, LDA, Chaper 3.8, 0.3 ICA Tuoral: Fal Exam Aapo Hyväre ad Erkk Oja,
More information. The geometric multiplicity is dim[ker( λi. number of linearly independent eigenvectors associated with this eigenvalue.
Lnear Algebra Lecure # Noes We connue wh he dscusson of egenvalues, egenvecors, and dagonalzably of marces We wan o know, n parcular wha condons wll assure ha a marx can be dagonalzed and wha he obsrucons
More informationAvailable online Journal of Scientific and Engineering Research, 2014, 1(1): Research Article
Avalable ole wwwjsaercom Joural o Scec ad Egeerg Research, 0, ():0-9 Research Arcle ISSN: 39-630 CODEN(USA): JSERBR NEW INFORMATION INEUALITIES ON DIFFERENCE OF GENERALIZED DIVERGENCES AND ITS APPLICATION
More informationLinear Regression Linear Regression with Shrinkage
Lear Regresso Lear Regresso h Shrkage Iroduco Regresso meas predcg a couous (usuall scalar oupu from a vecor of couous pus (feaures x. Example: Predcg vehcle fuel effcec (mpg from 8 arbues: Lear Regresso
More informationMu Sequences/Series Solutions National Convention 2014
Mu Sequeces/Seres Solutos Natoal Coveto 04 C 6 E A 6C A 6 B B 7 A D 7 D C 7 A B 8 A B 8 A C 8 E 4 B 9 B 4 E 9 B 4 C 9 E C 0 A A 0 D B 0 C C Usg basc propertes of arthmetc sequeces, we fd a ad bm m We eed
More information. The geometric multiplicity is dim[ker( λi. A )], i.e. the number of linearly independent eigenvectors associated with this eigenvalue.
Mah E-b Lecure #0 Noes We connue wh he dscusson of egenvalues, egenvecors, and dagonalzably of marces We wan o know, n parcular wha condons wll assure ha a marx can be dagonalzed and wha he obsrucons are
More informationSolving fuzzy linear programming problems with piecewise linear membership functions by the determination of a crisp maximizing decision
Frs Jo Cogress o Fuzzy ad Iellge Sysems Ferdows Uversy of Mashhad Ira 9-3 Aug 7 Iellge Sysems Scefc Socey of Ira Solvg fuzzy lear programmg problems wh pecewse lear membershp fucos by he deermao of a crsp
More information-distributed random variables consisting of n samples each. Determine the asymptotic confidence intervals for
Assgme Sepha Brumme Ocober 8h, 003 9 h semeser, 70544 PREFACE I 004, I ed o sped wo semesers o a sudy abroad as a posgraduae exchage sude a he Uversy of Techology Sydey, Ausrala. Each opporuy o ehace my
More informationEfficient Estimators for Population Variance using Auxiliary Information
Global Joural of Mahemacal cece: Theor ad Praccal. IN 97-3 Volume 3, Number (), pp. 39-37 Ieraoal Reearch Publcao Houe hp://www.rphoue.com Effce Emaor for Populao Varace ug Aular Iformao ubhah Kumar Yadav
More information1 Notes on Little s Law (l = λw)
Copyrigh c 26 by Karl Sigma Noes o Lile s Law (l λw) We cosider here a famous ad very useful law i queueig heory called Lile s Law, also kow as l λw, which assers ha he ime average umber of cusomers i
More informationANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 2
Joh Rley Novembe ANSWERS O ODD NUMBERED EXERCISES IN CHAPER Seo Eese -: asvy (a) Se y ad y z follows fom asvy ha z Ehe z o z We suppose he lae ad seek a oado he z Se y follows by asvy ha z y Bu hs oads
More informationMidterm Exam. Tuesday, September hour, 15 minutes
Ecoomcs of Growh, ECON560 Sa Fracsco Sae Uvers Mchael Bar Fall 203 Mderm Exam Tuesda, Sepember 24 hour, 5 mues Name: Isrucos. Ths s closed boo, closed oes exam. 2. No calculaors of a d are allowed. 3.
More information1 Onto functions and bijections Applications to Counting
1 Oto fuctos ad bectos Applcatos to Coutg Now we move o to a ew topc. Defto 1.1 (Surecto. A fucto f : A B s sad to be surectve or oto f for each b B there s some a A so that f(a B. What are examples of
More informationGeneral Complex Fuzzy Transformation Semigroups in Automata
Joural of Advaces Compuer Research Quarerly pissn: 345-606x eissn: 345-6078 Sar Brach Islamc Azad Uversy Sar IRIra Vol 7 No May 06 Pages: 7-37 wwwacrausaracr Geeral Complex uzzy Trasformao Semgroups Auomaa
More informationAs evident from the full-sample-model, we continue to assume that individual errors are identically and
Maxmum Lkelhood smao Greee Ch.4; App. R scrp modsa, modsb If we feel safe makg assumpos o he sascal dsrbuo of he error erm, Maxmum Lkelhood smao (ML) s a aracve alerave o Leas Squares for lear regresso
More informationA BASIS OF THE GROUP OF PRIMITIVE ALMOST PYTHAGOREAN TRIPLES
Joural of Algebra Number Theory: Advaces ad Applcatos Volume 6 Number 6 Pages 5-7 Avalable at http://scetfcadvaces.co. DOI: http://dx.do.org/.864/ataa_77 A BASIS OF THE GROUP OF PRIMITIVE ALMOST PYTHAGOREAN
More informationIII-16 G. Brief Review of Grand Orthogonality Theorem and impact on Representations (Γ i ) l i = h n = number of irreducible representations.
III- G. Bref evew of Grad Orthogoalty Theorem ad mpact o epresetatos ( ) GOT: h [ () m ] [ () m ] δδ δmm ll GOT puts great restrcto o form of rreducble represetato also o umber: l h umber of rreducble
More information4 Inner Product Spaces
11.MH1 LINEAR ALGEBRA Summary Notes 4 Ier Product Spaces Ier product s the abstracto to geeral vector spaces of the famlar dea of the scalar product of two vectors or 3. I what follows, keep these key
More informationModeling and Predicting Sequences: HMM and (may be) CRF. Amr Ahmed Feb 25
Modelg d redcg Sequeces: HMM d m be CRF Amr Ahmed 070 Feb 25 Bg cure redcg Sgle Lbel Ipu : A se of feures: - Bg of words docume - Oupu : Clss lbel - Topc of he docume - redcg Sequece of Lbels Noo Noe:
More informationLearning of Graphical Models Parameter Estimation and Structure Learning
Learg of Grahal Models Parameer Esmao ad Sruure Learg e Fukumzu he Isue of Sasal Mahemas Comuaoal Mehodology Sasal Iferee II Work wh Grahal Models Deermg sruure Sruure gve by modelg d e.g. Mxure model
More informationOn Submanifolds of an Almost r-paracontact Riemannian Manifold Endowed with a Quarter Symmetric Metric Connection
Theoretcal Mathematcs & Applcatos vol. 4 o. 4 04-7 ISS: 79-9687 prt 79-9709 ole Scepress Ltd 04 O Submafolds of a Almost r-paracotact emaa Mafold Edowed wth a Quarter Symmetrc Metrc Coecto Mob Ahmad Abdullah.
More informationInternet Appendix to: Idea Sharing and the Performance of Mutual Funds
Coes Iere Appedx o: Idea harg ad he Perforace of Muual Fuds Jule Cujea IA. Proof of Lea A....................................... IA. Proof of Lea A.3...................................... IA.3 Proof of
More informationOn cartesian product of fuzzy primary -ideals in -LAsemigroups
Joural Name Orgal Research aper O caresa produc o uzzy prmary -deals -Lsemgroups aroe Yarayog Deparme o Mahemacs, Faculy o cece ad Techology, bulsogram Rajabha Uvers, hsauloe 65000, Thalad rcle hsory Receved:
More informationSTOCHASTIC CALCULUS I STOCHASTIC DIFFERENTIAL EQUATION
The Bk of Thld Fcl Isuos Polcy Group Que Models & Fcl Egeerg Tem Fcl Mhemcs Foudo Noe 8 STOCHASTIC CALCULUS I STOCHASTIC DIFFERENTIAL EQUATION. ก Through he use of ordry d/or prl deres, ODE/PDE c rele
More informationThe Signal, Variable System, and Transformation: A Personal Perspective
The Sgal Varable Syem ad Traformao: A Peroal Perpecve Sherv Erfa 35 Eex Hall Faculy of Egeerg Oule Of he Talk Iroduco Mahemacal Repreeao of yem Operaor Calculu Traformao Obervao O Laplace Traform SSB A
More informationOptimal Eye Movement Strategies in Visual Search (Supplement)
Opmal Eye Moveme Sraeges Vsual Search (Suppleme) Jr Naemk ad Wlso S. Gesler Ceer for Percepual Sysems ad Deparme of Psychology, Uversy of exas a Aus, Aus X 787 Here we derve he deal searcher for he case
More informationThe MacWilliams Identity of the Linear Codes over the Ring F p +uf p +vf p +uvf p
Reearch Joural of Aled Scece Eeer ad Techoloy (6): 28-282 22 ISSN: 2-6 Maxwell Scefc Orazao 22 Submed: March 26 22 Acceed: Arl 22 Publhed: Auu 5 22 The MacWllam Idey of he Lear ode over he R F +uf +vf
More informationA Remark on Generalized Free Subgroups. of Generalized HNN Groups
Ieraoal Mahemacal Forum 5 200 o 503-509 A Remar o Geeralzed Free Subroup o Geeralzed HNN Group R M S Mahmood Al Ho Uvery Abu Dhab POBo 526 UAE raheedmm@yahoocom Abrac A roup ermed eeralzed ree roup a ree
More information10. A.C CIRCUITS. Theoretically current grows to maximum value after infinite time. But practically it grows to maximum after 5τ. Decay of current :
. A. IUITS Synopss : GOWTH OF UNT IN IUIT : d. When swch S s closed a =; = d. A me, curren = e 3. The consan / has dmensons of me and s called he nducve me consan ( τ ) of he crcu. 4. = τ; =.63, n one
More information( ) () we define the interaction representation by the unitary transformation () = ()
Hgher Order Perurbaon Theory Mchael Fowler 3/7/6 The neracon Represenaon Recall ha n he frs par of hs course sequence, we dscussed he chrödnger and Hesenberg represenaons of quanum mechancs here n he chrödnger
More informationChapter 8. Simple Linear Regression
Chaper 8. Smple Lear Regresso Regresso aalyss: regresso aalyss s a sascal mehodology o esmae he relaoshp of a respose varable o a se of predcor varable. whe here s jus oe predcor varable, we wll use smple
More informationBianchi Type II Stiff Fluid Tilted Cosmological Model in General Relativity
Ieraoal Joural of Mahemacs esearch. IN 0976-50 Volume 6, Number (0), pp. 6-7 Ieraoal esearch Publcao House hp://www.rphouse.com Bach ype II ff Flud led Cosmologcal Model Geeral elay B. L. Meea Deparme
More informationMixed Integral Equation of Contact Problem in Position and Time
Ieraoal Joural of Basc & Appled Sceces IJBAS-IJENS Vol: No: 3 ed Iegral Equao of Coac Problem Poso ad me. A. Abdou S. J. oaquel Deparme of ahemacs Faculy of Educao Aleadra Uversy Egyp Deparme of ahemacs
More informationThe Lie Algebra of Smooth Sections of a T-bundle
IST Iteratoal Joural of Egeerg Scece, Vol 7, No3-4, 6, Page 8-85 The Le Algera of Smooth Sectos of a T-udle Nadafhah ad H R Salm oghaddam Astract: I ths artcle, we geeralze the cocept of the Le algera
More informationDIFFERENTIAL GEOMETRIC APPROACH TO HAMILTONIAN MECHANICS
DIFFERENTIAL GEOMETRIC APPROACH TO HAMILTONIAN MECHANICS Course Project: Classcal Mechacs (PHY 40) Suja Dabholkar (Y430) Sul Yeshwath (Y444). Itroducto Hamltoa mechacs s geometry phase space. It deals
More informationSolving Non-Linear Rational Expectations Models: Approximations based on Taylor Expansions
Work progress Solvg No-Lear Raoal Expecaos Models: Approxmaos based o Taylor Expasos Rober Kollma (*) Deparme of Ecoomcs, Uversy of Pars XII 6, Av. du Gééral de Gaulle; F-94 Créel Cedex; Frace rober_kollma@yahoo.com;
More informationCompetitive Facility Location Problem with Demands Depending on the Facilities
Aa Pacc Maageme Revew 4) 009) 5-5 Compeve Facl Locao Problem wh Demad Depedg o he Facle Shogo Shode a* Kuag-Yh Yeh b Hao-Chg Ha c a Facul of Bue Admrao Kobe Gau Uver Japa bc Urba Plag Deparme Naoal Cheg
More informationLecture 9: Tolerant Testing
Lecture 9: Tolerat Testg Dael Kae Scrbe: Sakeerth Rao Aprl 4, 07 Abstract I ths lecture we prove a quas lear lower boud o the umber of samples eeded to do tolerat testg for L dstace. Tolerat Testg We have
More informationMATH 371 Homework assignment 1 August 29, 2013
MATH 371 Homework assgmet 1 August 29, 2013 1. Prove that f a subset S Z has a smallest elemet the t s uque ( other words, f x s a smallest elemet of S ad y s also a smallest elemet of S the x y). We kow
More information18.413: Error Correcting Codes Lab March 2, Lecture 8
18.413: Error Correctg Codes Lab March 2, 2004 Lecturer: Dael A. Spelma Lecture 8 8.1 Vector Spaces A set C {0, 1} s a vector space f for x all C ad y C, x + y C, where we take addto to be compoet wse
More informationLecture 3 Probability review (cont d)
STATS 00: Itroducto to Statstcal Iferece Autum 06 Lecture 3 Probablty revew (cot d) 3. Jot dstrbutos If radom varables X,..., X k are depedet, the ther dstrbuto may be specfed by specfyg the dvdual dstrbuto
More informationAsymptotic Regional Boundary Observer in Distributed Parameter Systems via Sensors Structures
Sesors,, 37-5 sesors ISSN 44-8 by MDPI hp://www.mdp.e/sesors Asympoc Regoal Boudary Observer Dsrbued Parameer Sysems va Sesors Srucures Raheam Al-Saphory Sysems Theory Laboraory, Uversy of Perpga, 5, aveue
More information