EN3: Introduction to Engineering. Teach Yourself Vectors. 1. Definition. Problems
|
|
|
- Alisha Wilkerson
- 9 years ago
- Views:
Transcription
1 EN3: Introducton to Engneerng Tech Yourself Vectors Dvson of Engneerng Brown Unversty. Defnton vector s mthemtcl obect tht hs mgntude nd drecton, nd stsfes the lws of vector ddton. Vectors re used to represent physcl qunttes tht hve mgntude nd drecton ssocted wth them. For exmple, The velocty of n obect s vector. The drecton of the vector specfes the drecton of trvel, nd the mgntude specfes the speed. The force ctng on n obect s vector. The drecton of the vector specfes the lne of cton of the force, nd the mgntude specfes how lrge the force s. Other exmples of vectors nclude poston; ccelerton; electrc feld; electrc current flow; het flow; the norml to surfce. Exmples of qunttes tht re not vectors nclude mss, temperture, electrc potentl, volume, nd energy. These cn ll be descrbed by ther mgntude only (they hve no drecton) nd so re sclrs. vector s often represented pctorlly s n rrow (the rrow s length s ts mgntude, nd t ponts n ts drecton) nd symbolclly by n underlned letter, usng bold type or by n rrow symbol over vrble. The mgntude of vector s denoted, or. There re two specl cses of vectors: the unt vector n hs n ; nd the null vector hs.. Identfy whether the followng physcl qunttes should be descrbed s vectors or sclrs () Your ge (b) The dstnce between the Erth nd the sun (c) Forecst wnd (d) The grdent (slope) of surfce (e) The lner momentum of n obect (f) The speed of lght
2 . frst loo t vector components In prctce, we lmost lwys descrbe 3 dmensonl vectors by specfyng ther components n Crtesn bss. Specfyng the components of vector s lot le sttng the poston of pont on mp. For exmple, suppose we wsh to specfy the poston of Long Islnd Mcrthur rport reltve to JFK rport on the mp below. We mght sy tht Mcrthur s 33 Nutcl mles Est of JFK; Nutcl mles North, nd nd 86 feet (.4 Nutcl Mles) bove JFK. North Est Mcrthur (ISP) 99 ft MSL Kennedy (JFK) 3 ft MSL Nutcl Mles 33 Nutcl Mles The three dstnces (33 NM Est, NM North,.4NM vertclly) re the components of the poston vector of ISP reltve to JFK, n Crtesn bss wth ts xes pontng Est, North nd vertclly. We follow the sme procedure to specfy the components of ny vector. Frst, we choose three convenent, mutully perpendculr, reference drectons s shown n the fgure. The three reference drectons re often gven the symbols, nd or e, e nd e 3, nd re denoted {,,} or le, e, e3q for short. Then, we descrbe vectors by specfyng O how fr you need to trvel long ech of the three reference x drectons to rech the tp of the vector from ts tl, s shown R n the pcture. For exmple, to rech P from O n the fgure, y you need to trvel dstnce x long, dstnce y long nd dstnce z long. In mthemtcl notton ths would be expressed s r x y z The three numbers (x,y,z) re clled the components of the vector r n the bss {,,} P z
3 The reference drectons {,,} re rbtrry, except for two mportnt restrctons. Frst, s we hve lredy stted, the drectons must be mutully perpendculr. Secondly, the drectons must form rght hnded trd, whch mens the rrows must be chosen so tht t s possble to orent your rght hnd so tht your thumb s prllel to, your ndex fnger s prllel to nd your mddle fnger s prllel to. The fgure below shows two bses: the one on the left s correct (t s rght hnded trd) but the one on the rght s not (t s left hnded trd) Note tht the three drectons,, cn (nd wll) be regrded s vectors. Snce they hve drecton but no well defned mgntude, we wll choose them to be unt vectors. Exmple The fgure below shows hevy box suspended from two cbles. The box s subected to vertcl grvttonl force, nd two forces of mgntude T, T ctng prllel to cbles O, nd OB, respectvely. Express ech force s vector components n the bss shown. Soluton pcture s lwys helpful T T 45 O W 3 W T sn(45 ) 3 T 45 T cos(45 ) T T cos(3 ) 45 Ths symbol shows tht ponts towrds you O T sn(3 ) 3 B
4 Now, remember tht to wrte down the components of vector, you need to specfy the dstnce you trvel n ech of the,, drectons to rech the tp of the vector from ts tl. For the grvty force, we trvel dstnce W n the drecton. Therefore F W For the tenson n O, we trvel dstnce T cos( 45) T / n the drecton, nd T sn( 45) T / n the drecton. Therefore grvty FO T / T / Fnlly, for the tenson n OB, we trvel dstnce T T sn( 3) T 3 / n the drecton. Therefore cos( 3) T / FOB T / T 3 / n the drecton, nd Wrtng down vector components lwys follows ths generl procedure.. Consder the cube shown n the fgure. Identfy whch of the {,,} bses shown n the fgure re rght hnded trds. E H D F B G C. Consder the smple two-dmensonl truss structure shown below. Ech member hs length m. Wrte down the followng poston vectors, expressng your nswer s components n the bss shown, wth physcl dmensons of meters: () The poston vector of reltve to O (.e. the vector pontng from O to ) (b) The poston of B reltve to O (c) The poston of D reltve to O (d) The poston of C reltve to O (e) The poston of C reltve to B (f) The poston of B reltve to C O D C B
5 .3 Consder the VFR eronutcl Sectonl Chrt shown below. Estblsh Crtesn bss wth pontng true Est, pontng true North nd perpendculr to the plne of the pcture. PVD 55ft Newport 7 ft True N True E Bloc Is 9 ft Wrte down the components of the followng vectors n ths bss, expressng your nswer n Nutcl Mles () The poston vector of Newport Stte rport reltve to Provdence T.F. Green rport. (The heght of ech rport n feet bove men se level s shown ner ech rport see fgure) (b) The poston vector of Bloc Islnd Stte rport reltve to Newport Stte rport (c) The poston vector of Bloc Islnd Stte rport reltve to Provdence rport (d) n rcrft t feet on mle fnl pproch to Provdence runwy 3L. (n rcrft on fnl s lgned wth the runwy, nd the number of the runwy (3) ndctes tht the runwy hedng s 3 degrees mgnetc. Mgnetc vrton t PVD s 5 degrees W, so 3 mgnetc s 45 degrees true.)
6 3. How to clculte the mgntude of vector n terms of ts components Let r be vector nd let r x y z where (x,y,z) re three numbers specfyng the Crtesn components of the vector r. Fnd formul for the length (or mgntude) of r n terms of (x,y,z). P O x Elementry geometry, my der Wtson. Consder the fgure shown bove. Observe tht the mgntude of r s equl to the dstnce from O to P. Begn by clcultng the dstnce from O to Q. Observe tht OQR s rght ngled trngle, so Pythgors theorem gves R x+y y z Q OQ x y. Now observe further tht OQP s rght ngled trngle, so pply Pythgors theorem gn to see tht r OP OQ z e x y z r x y z 3. Clculte the mgntudes of ech of the vectors shown below () r 3 6 (b) r 6 6 (c) r For the truss shown below, fnd the mgntude of the poston vector of C wth respect to O. ll members hve length m O 6 D C B 3.3 vector hs mgntude 3, nd nd components of nd, respectvely. Clculte ts component. 3.4 Let {,,} be Crtesn bss. vector hs mgntude 4 nd subtends ngles of 3 degrees nd degrees to the nd drectons, respectvely. Clculte the components of n the bss {,,}
7 4. ddton of vectors Let nd b be vectors. Then (by defnton) c b s lso vector. Vector ddton stsfes b b (gn, by defnton). The vector c my be shown dgrmtclly by plcng rrows representng nd b hed to tl, s shown. b c 4. Formul for the sum of two vectors n Crtesn components Let x y z d d b bx by bz where x, y, z, bx, by, bz re the Crtesn components of vectors, b n bss{,,}. Let d d c cx cy cz d If c=+b clculte cx, c y, cz n terms of x, y, z, bx, by, bz Just Do It! c cx cy cz b x y z bx by bz ( x bx ) ( y by ) (z bz ) nd so comprng coeffcents of, nd cx x bx cy y by, cz z bz 4. Fnd the sum of the vectors lsted below, expressng your nswer s components n the {,,} bss. lso compute the mgntude of ech vector nd the mgntude of ther sum. (), b (b) 3, b 4 6 (c) x y z, b 4. For ech of the vectors lsted n the precedng secton, clculte -b. 4.3 The vectors nd b shown n the fgure hve mgntudes 3, b 5. Clculte the mgntude of the vector c. 5 c b
8 4.4 For the structure shown, wrte down the poston vectors of B reltve to O, C reltve to B nd C reltve to O. Verfy your nswer by checng tht D C OC OB BC 6 O The fgure shows hevy box suspended from two cbles. The box s subected to vertcl grvttonl force, nd two forces of mgntude T, T ctng prllel to cbles O, nd OB, respectvely. Express ech force s vector components n the bss shown. Wrte down the vector sum of the forces. 6 6 B B 45 O 3 5. Multplcton of vectors 5. Multplcton by sclr. Let be vector, nd sclr. Then b s vector. The drecton of b s prllel to nd ts mgntude s gven by b. Note tht you cn form unt vector n whch s prllel to by settng n. 5. Formul for the product of sclr nd vector n Crtesn Components Let x y z be vector nd sclr. Fnd n expresson for the components of the vector b Then d b bx by bz x y z x y z nd hence bx x, by y, bz z 5. Fnd the components of unt vector prllel to the vector Let, b 4 6. Fnd 6+b, nd 6-b.
9 5.3 Dot Product (lso clled the sclr product). Let nd b be two vectors. The dot product of nd b s sclr denoted by b, nd s defned by b b cos (, b), where nd b denote the mgntudes of nd b, respectvely, nd (, b) s the ngle subtended by nd b, s shown n the fgure. (,b) b Note tht b b, nd. If nd b then b f nd only f cos (, b) ;.e. nd b re perpendculr. 5.4 Formul for the dot product of two vectors n Crtesn Components Let x y z d d b bx by bz where x, y, z, bx, by, bz re the Crtesn components of vectors, b n bss{,,}. d d Clculte b n terms of x, y, z, bx, by, bz. Ths tme we hve to do some rel wor. Substtute for nd b nd see wht hppens b x y z bx by bz d d xbx xby xbz y bx yby ybz zbx zby zbz Ths s mess. But recll tht I, nd re mutully perpendculr, so the ngle between them s 9 degrees. Recll lso tht cos(9) =. Fnlly, recll the defnton of the dot product. Therefore. Ths leves b xbx yby z bz Fnlly, note tht the vector s lwys prllel to tself, so the ngle between vector nd tself s zero. Recll lso tht I, nd re ll unt vectors. Therefore cos(), nd so on for ll three remnng dot products. So, fnlly b xbx y by zbz
10 5.3 Fnd the dot products of the vectors lsted below (), b (b) 3, b 4 6 (c) x y z, b 5.4 The vectors nd b shown n the fgure below hve mgntudes 3, b 5. Clculte b. 5 b c 5.5 Two vectors nd b re mutully perpendculr. Wht s ther dot product? b 5.6 Clculte 3 3 g 5.7 Clculte the ngle between ech pr of vectors lsted n Problem 5.3.e. fnd the ngle (, b) between nd b n ech cse 5.8 For the structure shown, clculte the ngle between the vectors OB (.e. the vector pontng from O to B) nd b OC. (Use vectors t s possble to do ths by long-wnded trgonometry nd Pythgors theorem but tht s not the pont) D O 6 C B 5.5 Dot Product s Proecton The quntty b / b s sometmes referred to s the component of n drecton prllel to b. The fgure shows why. The vector cn be thought of s the sum of two vectors: one (OX) prllel to b nd nother (X) perpendculr to b. Ths process of dvdng nto two prts s nown s proectng onto components prllel nd perpendculr to b. O Recll tht s the length of O. The length of OX s therefore L cos (, b). But recll tht b b cos (, b), so tht L b / b, s stted. n=b/ b (,b) X n L= cos b
11 5.9 Let nd b be two vectors. Proect onto components prllel nd perpendculr to b s shown n the pcture. F bib () Show tht the vector X G H b JK O n=b/ b (,b) X b n L= cos () Verfy tht the precedng result stsfes X b, s t should (why?) ( ) Show tht the component of n drecton perpendculr to b s X ( b) / b 5.5 Cross Product (lso clled the vector product). Let nd b be two vectors. By defnton, the cross product of nd b s vector, denoted by c b. The drecton of c s perpendculr to both nd b, nd s chosen so tht (,b,c) form rght hnded trd, s shown. The mgntude of c s gven by c b b sn (, b) c b (,b) Note tht b b nd ( b) b ( b). Clcultng the mgntude of the cross product of two vectors s no swet, but fgurng out the drecton s pn. There re vrous de-memors to help you do ths- choose the one you fnd lest confusng, or me up your own. Rght hnd rule To fnd the drecton of b, rrnge your rght hnd so tht your thumb s prllel to, your ndex fnger s prllel to b, nd the ngle between your thumb nd ndex fnger s. Now set your mddle fnger s perpendculr to both nd b. The drecton of b s prllel to your mddle fnger. (Ths rule only relly wors f 9, otherwse you permnently dmge your hnd. Plese don t do ths.) Rght hnd screw rule To fnd the drecton of b, rrnge your rght hnd so tht your thumb s perpendculr to both nd b, nd your fngers curl n the drecton of the lne onng the tp of vector to the tp of vector b. The drecton of b s prllel to your thumb.
12 Bottle-cp rule. Obtn twst-top bottle of your fvorte beverge. Drw n rrow on the cp. rrnge the bottle so tht, by twstng the cp through the ngle, you cn rotte the rrow from prllel to to prllel to b. The drecton of b s prllel to the drecton of moton of the bottle-cp s t s turned. (Full beverge contners re not be permtted n EN3 exmntons) If none of these trcs help you Extend your mddle fnger nto the r. Shout your fvorte expletve. Ths wll not help, but t my me you feel better. Problem 5. Let {,,} be Crtesn bss. Use the defnton of the cross product gven bove to clculte ll possble cross products of the bss vectors.e., clculte, You wll fnd tht the results re ll very smple. For exmple, sn (, ), snce I s prllel to tself. Hence. Smlrly sn (, ), snce I nd re both unt vectors nd the ngle between them s 9 degrees. The rules governng the drecton of cross product lso show tht s prllel to. Therefore. See f you cn wor out the rest on your own. 5.6 Formul for the cross product of two vectors n Crtesn Components. Let x y z d b bx by bz d Clculte b n terms of d,,, db, b, b. where x, y, z, bx, by, bz re the Crtesn components of vectors, b n bss{,,}. x y z x y z More wor for the wced. Substtute for nd b b x y z bx by bz d d xbx xby xbz ybx yby ybz zbx zby zbz
13 Ths s nother mess. Ths tme, note tht sn (, ) (nd smlrly for nd ), note tht the ngle (, ) between I nd tself s zero, nd recll tht sn()=. Therefore. The remnng cross products between,, hve to be clculted lborously one t tme, usng the defnton gven n the precedng secton. The fgure shows the drecton of ll sx possble cross products between the bss vectors (mgntudes re not shown to scle, for clrty). Thus, we conclude tht x x x x x x THESE FORMULS RE IMPORTNT! You need to remember them. There s nce lttle trc to help you. Wrte down the 3 vectors,, n crcle, gong clocwse, s shown below. + - Now, to fnd the cross product of ny pr of bss vectors, you trvel round the crcle. Thus, to get, you strt t, move to nd then on to. If you go round the crcle clocwse, the nswer s postve, f you go counter-clocwse, t s negtve. Thus,, nd so on, whle, etc. If we substtute these results nto our expresson for b we determne tht d d b x y z bx by bz x by x bz y bx y bz zbx zby ( y bz zby ) (zbx xbz ) ( x by y bx ) Hence cx ( y bz zby ), cy ( z bx x bz ), cz ( x by y bx ) Ths s not n esy formul to remember, but t s so mportnt tht you must memorze t. The followng trc s sometmes used to help remember the formul f you now how to clculte the determnnt of mtrx, then you wll note tht
14 LM b det M MNb x x y by OP P ( b b ) b PQ z y z z y (zbx xbz ) ( x by y bx ) z It s frly esy to remember the cover-up rule for computng the determnnt of mtrx, so ths s populr trc. nother wy to remember the formul s to notce the pttern n the ndces. The ndces re wrtten out below to show the pttern more clerly cx ( y bz zby ), ndces x, y, z x, z, y cy (zbx x bz ), ndces y, z, x y, x, z cz ( xby y bx ), ndces z, x, y z, y, x There re two thngs to notce bout ths pttern. Frst, note tht the expresson for cx nvolves only y, z nd by, bz, smlrly, the expresson for cy nvolves only x, z nd bx, bz, nd the thrd expresson hs the sme feture. Secondly, notce tht the ndces lwys pper both forwrds (x,y,z or y,z,x or z,x,y) nd bcwrds (x,z,y or y,x,z or z,y,x) n ech expresson. The forwrd terms (x,y,z or y,z,x or z,x,y) re ll postve, whle the bcwrd terms (x,z,y or y,x,z or z,y,x) re ll negtve. 5. Fnd the cross products of the vectors lsted below (), b (b) 3, b 4 6 (c) x y z, b 5. The vectors nd b shown n the fgure hve mgntudes 3, b 5. Clculte b. Wht s the drecton of b? 5 b c 5.3 force F cts t some pont P on sold obect, s shown n the fgure. By defnton, the moment of the force bout n rbtrry pont O s vector M, defned s M rop F where rop s the poston vector of pont P reltve to O. F P rop O For ech fgure shown below, wrte down the force F nd the poston vector rop s components n the bss shown, nd hence clculte the vector moment M of the force bout the pont O.
15 N P ll members hve length m ll members hve length m P N O O There s more drect wy to clculte the moment of force, whch vods hvng to wrte out components of the poston vector nd force nd then tng the cross product. Insted, recllng the defnton of cross product, we note tht the mgntude of the moment s M r F F r sn (r, F) Observe tht r sn (r, F) s the perpendculr dstnce from O to lne drwn prllel to F through ts pont of cton, s shown n the pcture. Thus, to clculte the mgntude of moment, you only need to fnd ths perpendculr dstnce, nd multply t by the mgntude of the force. The drecton of M cn be deduced usng the usul rules. 6 6 F d P rop O dsn Clculte the requred perpendculr dstnce n ech problem below, nd hence deduce M for ech fgure. ll members hve length m N P ll members hve length m P N O O
16 6. New Loo t Vector Components Fnlly, we te new loo t wht we re dong when we express vectors s components n bss. Frst, two theorems. 6. THEOREM. Let nd b be two non-collner vectors. Then ny vector r whch s coplnr wth nd b cn be expressed s lner combnton of nd b, tht s to sy, there exst two sclr numbers nd such tht r b. b r b It s esest to see ths grphclly. Recll tht vector r cn be regrded s connectng two ponts n plne. If nd b le n the sme plne, t s lwys possble to get from one end of the vector to the other by trvelng long pth prllel to nd b. In fct, we cn even fnd formul for the two numbers nd. Recll tht r b. We cn turn ths nto two sclr equtons by tng dot products of both sdes wth nd b n turn r b r b b b b Solve for nd. br gbb bg br bgb bg b gbb bg b bg br bgb g br gb bg b gbb bg b bg Ths s messy, but t loos bt better f we choose nd b to be unt vectors, n whch cse b b r r b b b b g d d d dr b br gd b d b (We put lttle hts on the vectors to show tht you cn only use the formul for unt vectors) We relly blow our mnds f we lso choose nd b to be mutully perpendculr so b r r b b b g d
17 6. THEOREM II The sme sort of thng wors n three dmensons. In ths cse, let, b nd c be three non-coplnr, noncollner vectors. Then ny vector r cn be represented s lner combnton of, b, nd c,.e. there exst three sclrs, nd such tht r b c We could, f we relly wnted to, fnd generl expresson for, nd, but the results re so complcted t s not relly worth the effort. However, f we choose, b, nd c to be mutully perpendculr, unt vectors, we fnd tht r r cos (r, ) r b r cos (r, b ) b c b c r c r cos (r, c ) These results gve us new nsght nto wht t mens to express vector s components n bss. Here s the scoop. Truth be told, we don t ctully le vectors very much. (Ths my be the frst sttement n ths tutorl you relly pprecte). Clcultng sums nd products of rbtrry vectors s pn. So, n ny problem we solve, we use s few vectors s possble. In two dmensons, we pc two convenent vectors {,}nd then express ll vectors s sum of these two, r x y. In three dmensons, we need to pc three reference vectors, {,,}, then we cn me ll other vectors sum of these r x y z. We now from our Theorems tht t s very helpful f we pc our reference vectors to be mutully perpendculr unt vectors. In ths cse, we get very convenent formul for the three numbers x, y nd z. x r r cos (r, ) y r r cos (r, ) z r r cos (r, ) The fgure shows the three ngles (r, ), (r, ), ( r, ). We see tht x, y nd z correspond to the proectons of r on the three bss vectors, precsely s we ssumed when frst wrtng down vectors s components n bss. z O r,) r P r,) r,) y Ths dscusson hs gven us new nsght nto wht we re dong n expressng vectors s components n bss. It shows why our three x reference drectons cn be regrded s vectors; t shows why they should be unt vectors, nd why the vectors should be mutully perpendculr. It does not expln why the three bss vectors must form rght hnded trd -- Ths s done so tht we get the correct expresson for the component form for cross product (Sect 5.6)
18 Note, however, tht mthemtclly speng we dd everythng bcwrds n ths tutorl. Strctly speng, we should hve strted wth the defnton of vector sum (f nd b re vectors then c=+b s vector), defne the dot product ( b b cos (, b) ), nd then deduce the exstence of bss s we dd n ths secton. Then, fnlly, we cn deduce expressons for vector opertons n component form. 6. Let =5-6; b=4+ Let r=5. Express r s components prllel to nd b,.e. fnd two sclrs nd such tht r b 6.3 Drecton Cosnes of vector We see from the precedng secton tht ll vectors cn be represented n Crtesn bss s r r (cos (r, ) cos (r, ) cos (r, ) ) The three numbers cos (r, ), cos (r, ), cos (r, ) re nown s the drecton cosnes of vector. Ths s becuse they re cosnes, nd specfy the drecton of the vector. Duh. It s strghtforwrd to clculte the drecton cosnes of vector f you now ts components. For exmple, f r x y z the three drecton cosnes re x y z,, x y z x y z x y z See f you cn show ths for yourself. 6. Fnd the drecton cosnes of the followng vectors () (b) Chnge of bss Next, we s n obvous queston. Supposng we re gven ll our vectors s components n some bss {,,}, but for some reson we don t le ths bss, nd would prefer to now our vector s components n nother bss {e, e, e 3} (Here, the three es represent mutully perpendculr unt vectors, ust le,,). How do we convert from one to the other? For two dmensonl problems, the esest procedure s to fnd how to construct ech of the,, vectors by ddng up {e, e, e 3}, nd then substtute. We wll llustrte ths usng n exmple.
19 In the fgure shown below, the slbot trvels n Northesterly drecton. The wnd s 5 nots. Fnd the components of the wnd vector n bss {e, e, e 3} lgned wth the slbot.. e e -sn(45) e sn(45) e 45 o e3 cos(45) e North 45o sn(45) e To proceed, we wll express nd n terms of {e, e, e 3}. Recll tht nd hve unt length, therefore we cn combne the e bss vectors s shown n the fgure to me up the nd vectors. From the fgure cos(45)e sn(45)e e e sn(45)e cos(45)e e e so plug nto the expresson for the wnd LM e N w 5 5 OP LM Q N e e e OP Q 5 5 e e nots For three dmensonl problems, t pys to be more systemtc. Suppose we now the components of vector r n {,,} re (x,y,z), nd we wsh to clculte the components (,, ) n {e, e, e 3}. To proceed, we go bc to the fundmentl defnton of the bss vectors, nd note tht r cn be wrtten s r x y z e e e 3 clever trc llows us to solve for (,, ). If we te the dot product of both sdes wth e, then x e y e z e e e e e e3 e But recll tht e e, e e e e 3, so tht x e y e z e
20 Smlrly, tng dot products wth the other two e vectors gves x e y e z e x e y e z e x e 3 y e 3 z e 3 Fnlly, we hve to clculte e nd ll the rest. Ths s done ether by fndng the ngles between the pproprte vectors nd usng the defnton of dot product, or, f we re lucy, we now the components of ech e vector n {,,} n whch cse we cn evlute the dot product drectly. Let s try ths out on our slbot exmple. In ths cse x=-5, y=, z=, nd e cos(45) e sn(45) e3 e sn(45) e cos(45) e3 So, plug everythng nto the mgc formul to see tht 5 5 nots, gvng the sme nswer s before (Phew!) 6.3 Repet the slbot problem gn, but wth the bot trvelng t 3 degrees to the drecton. 6.4 Let 5 6 3, b 3 6, c () Verfy tht, b nd c re mutully perpendculr nd tht c b (b) In vew of (), three unt vectors {e, e, e 3} prllel to b nd c cn form bss. Clculte the components of {e, e, e 3} n the {,,} bss. (c) Let r=4+6. Clculte the components of r n {e, e, e 3}. (Use your nswer to (b) to clculte the requred dot products n the formul) 7. Fun ctvtes wth Vectors You wll use vectors n morty of your engneerng courses (f you pln to leve engneerng fter EN3, you wll use vectors n ll your engneerng courses!). They re used n dynmcs, flud flow problems, mechncs of deformble solds, electrc nd mgnetc felds, het flow problems, mong others. Here, we ust llustrte few pplctons.
21 7. Clcultng res. g b rc Recll tht the re of the trngle s B C sn. Ths quntty cn be found qucly usng cross product B BC rb r rc rb If you relly wnt to loo cool, you cn smplfy ths formul to r rb rb rc rc r b C Mny geometry problems re ncely solved usng vectors. We ll show one exmple. trngle hs corners t ponts r, rb, rc s shown n the pcture. Clculte the re of the trngle. rb B r g 7. Solvng Vector Equtons In EN3, by fr the most mportnt pplcton of vectors wll be n solvng the equtons of equlbrum for structures nd mchnes. Newton s lws (wth n extenson by Euler), sys tht f body s subected to forces F (= N) ctng t postons r, together wth moments M (=.M), then the resultnt force nd moment on the sold must vnsh f the body s t equlbrum. The equlbrum equtons re N F N M r F M In typcl sttcs problem, our ts wll be to dentfy ll the forces ctng on our system of nterest, express them ll s vectors, nd then use the equtons of equlbrum to solve for ny unnown forces. Exmple typcl force equlbrum equton loos le ths R T (4 3) W ( ) 5 Here, T R nd W re three forces whose drecton s nown, but whose mgntude s not nown. We need to solve the equton for T, R nd W. To do so, we collect together ll the, nd components 4R 3R T (W ) 5 5 then, we note tht f the vector s zero, ll ts components must be zero, so tht FG H IJ FG K H IJ K
22 FG T 4 R IJ H 5 K FG 3R IJ H5 K gvng us three equtons to solve (the nwer s R 5 3 T (W ) 4 3 W Newtons) Exmple Here s typcl force-nd-moment equlbrum problem, n two dmensons R (Tx Ty ) b4 6g R ( ) (T T ) x y The frst equton s force equlbrum, the second s moment equlbrum. R s force wth nown drecton but unnown mgntude, Tx Ty s force wth unnown mgntude nd drecton. To proceed, we hve to multply out the cross product n the second equton (remember the rules for cross products of the bss vectors?) 4R Tx Ty Then, collect ll the vector components from both equtons to see tht Tx R Ty 4 R Tx Ty whch re esly solved to get Tx, R Ty 8 Newtons. The sme procedure wors for three dmensonl problems. Usully, n 3D problem we end up wth 6 equtons for 6 unnowns nsted of ust 3, so thngs cn get relly messy. But tht s wht computers (or entry level engneers n your frm) re for. 7. Solve the followng vector equtons () x 7 y (b) x 7 y FG H IJ K 7. The fgure shows hevy box suspended from two cbles. The box s subected to vertcl grvttonl force W, nd two forces of mgntude T, T ctng prllel to cbles O, nd OB, respectvely. Express ech force s vector components n the bss shown. Wrte down the vector sum of the forces. Use the fct tht the vector sum of the forces s zero to clculte T, nd T n terms of W B 45 O 3
23 Summry Checlst Before tng the EN3 Vector Profcency Exm, you should me sure you cn ccomplsh the followng tss: () Identfy physcl qunttes s sclrs or vectors () Set up Crtesn bss () Identfy whether trd of vectors s rght hnded (v) Usng geometry, wrte down the components of vectors such s poston, force, etc s components n Crtesn bss (v) Clculte the mgntude of vector whose Crtesn components re gven (v) dd nd subtrct vectors, both grphclly nd usng components (v) Multply vector by sclr (v) Clculte the dot product of two vectors; (x) Use dot products to clculte ngles between vectors (x) Clculte the component of vector n drecton prllel to nother vector (x) Clculte the cross product of two vectors (x) Clculte moments of forces bout gven pont, both usng the cross product method nd usng the perpendculr dstnce method. (x) Clculte the drecton cosnes of vector (xv) Gven vector components n one bss, compute new components n second bss (xv) Clculte the re of trngle gven vector expressons for the poston of ts corners (xv) Solve vector equtons for unnown components or mgntudes of vectors (xv) Derve ny formul or expresson whch s derved for you n ths tutorl (xv) Compose n epc poem extollng the oys of vectors nd recte t whle wlng on wter.
Vector Geometry for Computer Graphics
Vector Geometry for Computer Grphcs Bo Getz Jnury, 7 Contents Prt I: Bsc Defntons Coordnte Systems... Ponts nd Vectors Mtrces nd Determnnts.. 4 Prt II: Opertons Vector ddton nd sclr multplcton... 5 The
Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100
hsn.uk.net Higher Mthemtics UNIT 3 OUTCOME 1 Vectors Contents Vectors 18 1 Vectors nd Sclrs 18 Components 18 3 Mgnitude 130 4 Equl Vectors 131 5 Addition nd Subtrction of Vectors 13 6 Multipliction by
9.3. The Scalar Product. Introduction. Prerequisites. Learning Outcomes
The Sclr Product 9.3 Introduction There re two kinds of multipliction involving vectors. The first is known s the sclr product or dot product. This is so-clled becuse when the sclr product of two vectors
Vectors 2. 1. Recap of vectors
Vectors 2. Recp of vectors Vectors re directed line segments - they cn be represented in component form or by direction nd mgnitude. We cn use trigonometry nd Pythgors theorem to switch between the forms
Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( )
Polynomil Functions Polynomil functions in one vrible cn be written in expnded form s n n 1 n 2 2 f x = x + x + x + + x + x+ n n 1 n 2 2 1 0 Exmples of polynomils in expnded form re nd 3 8 7 4 = 5 4 +
Newton-Raphson Method of Solving a Nonlinear Equation Autar Kaw
Newton-Rphson Method o Solvng Nonlner Equton Autr Kw Ater redng ths chpter, you should be ble to:. derve the Newton-Rphson method ormul,. develop the lgorthm o the Newton-Rphson method,. use the Newton-Rphson
21 Vectors: The Cross Product & Torque
21 Vectors: The Cross Product & Torque Do not use our left hand when applng ether the rght-hand rule for the cross product of two vectors dscussed n ths chapter or the rght-hand rule for somethng curl
WHAT HAPPENS WHEN YOU MIX COMPLEX NUMBERS WITH PRIME NUMBERS?
WHAT HAPPES WHE YOU MIX COMPLEX UMBERS WITH PRIME UMBERS? There s n ol syng, you n t pples n ornges. Mthemtns hte n t; they love to throw pples n ornges nto foo proessor n see wht hppens. Sometmes they
5.2. LINE INTEGRALS 265. Let us quickly review the kind of integrals we have studied so far before we introduce a new one.
5.2. LINE INTEGRALS 265 5.2 Line Integrls 5.2.1 Introduction Let us quickly review the kind of integrls we hve studied so fr before we introduce new one. 1. Definite integrl. Given continuous rel-vlued
Lecture 5. Inner Product
Lecture 5 Inner Product Let us strt with the following problem. Given point P R nd line L R, how cn we find the point on the line closest to P? Answer: Drw line segment from P meeting the line in right
Resistive Network Analysis. The Node Voltage Method - 1
esste Network Anlyss he nlyss of n electrcl network conssts of determnng ech of the unknown rnch currents nd node oltges. A numer of methods for network nlyss he een deeloped, sed on Ohm s Lw nd Krchoff
PROF. BOYAN KOSTADINOV NEW YORK CITY COLLEGE OF TECHNOLOGY, CUNY
MAT 0630 INTERNET RESOURCES, REVIEW OF CONCEPTS AND COMMON MISTAKES PROF. BOYAN KOSTADINOV NEW YORK CITY COLLEGE OF TECHNOLOGY, CUNY Contents 1. ACT Compss Prctice Tests 1 2. Common Mistkes 2 3. Distributive
EQUATIONS OF LINES AND PLANES
EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint
+ + + - - This circuit than can be reduced to a planar circuit
MeshCurrent Method The meshcurrent s analog of the nodeoltage method. We sole for a new set of arables, mesh currents, that automatcally satsfy KCLs. As such, meshcurrent method reduces crcut soluton to
7.5. Present Value of an Annuity. Investigate
7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on
Recurrence. 1 Definitions and main statements
Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.
Factoring Polynomials
Fctoring Polynomils Some definitions (not necessrily ll for secondry school mthemtics): A polynomil is the sum of one or more terms, in which ech term consists of product of constnt nd one or more vribles
Example 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers.
2 Rtionl Numbers Integers such s 5 were importnt when solving the eqution x+5 = 0. In similr wy, frctions re importnt for solving equtions like 2x = 1. Wht bout equtions like 2x + 1 = 0? Equtions of this
LINEAR TRANSFORMATIONS AND THEIR REPRESENTING MATRICES
LINEAR TRANSFORMATIONS AND THEIR REPRESENTING MATRICES DAVID WEBB CONTENTS Liner trnsformtions 2 The representing mtrix of liner trnsformtion 3 3 An ppliction: reflections in the plne 6 4 The lgebr of
. At first sight a! b seems an unwieldy formula but use of the following mnemonic will possibly help. a 1 a 2 a 3 a 1 a 2
7 CHAPTER THREE. Cross Product Given two vectors = (,, nd = (,, in R, the cross product of nd written! is defined to e: " = (!,!,! Note! clled cross is VECTOR (unlike which is sclr. Exmple (,, " (4,5,6
Example A rectangular box without lid is to be made from a square cardboard of sides 18 cm by cutting equal squares from each corner and then folding
1 Exmple A rectngulr box without lid is to be mde from squre crdbord of sides 18 cm by cutting equl squres from ech corner nd then folding up the sides. 1 Exmple A rectngulr box without lid is to be mde
where the coordinates are related to those in the old frame as follows.
Chapter 2 - Cartesan Vectors and Tensors: Ther Algebra Defnton of a vector Examples of vectors Scalar multplcaton Addton of vectors coplanar vectors Unt vectors A bass of non-coplanar vectors Scalar product
Algebra Review. How well do you remember your algebra?
Algebr Review How well do you remember your lgebr? 1 The Order of Opertions Wht do we men when we write + 4? If we multiply we get 6 nd dding 4 gives 10. But, if we dd + 4 = 7 first, then multiply by then
Goals Rotational quantities as vectors. Math: Cross Product. Angular momentum
Physcs 106 Week 5 Torque and Angular Momentum as Vectors SJ 7thEd.: Chap 11.2 to 3 Rotatonal quanttes as vectors Cross product Torque expressed as a vector Angular momentum defned Angular momentum as a
A.7.1 Trigonometric interpretation of dot product... 324. A.7.2 Geometric interpretation of dot product... 324
A P P E N D I X A Vectors CONTENTS A.1 Scling vector................................................ 321 A.2 Unit or Direction vectors...................................... 321 A.3 Vector ddition.................................................
Math 135 Circles and Completing the Square Examples
Mth 135 Circles nd Completing the Squre Exmples A perfect squre is number such tht = b 2 for some rel number b. Some exmples of perfect squres re 4 = 2 2, 16 = 4 2, 169 = 13 2. We wish to hve method for
Using Series to Analyze Financial Situations: Present Value
2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated
Section 5.3 Annuities, Future Value, and Sinking Funds
Secton 5.3 Annutes, Future Value, and Snkng Funds Ordnary Annutes A sequence of equal payments made at equal perods of tme s called an annuty. The tme between payments s the payment perod, and the tme
Reasoning to Solve Equations and Inequalities
Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing
Support Vector Machines
Support Vector Machnes Max Wellng Department of Computer Scence Unversty of Toronto 10 Kng s College Road Toronto, M5S 3G5 Canada [email protected] Abstract Ths s a note to explan support vector machnes.
Integration by Substitution
Integrtion by Substitution Dr. Philippe B. Lvl Kennesw Stte University August, 8 Abstrct This hndout contins mteril on very importnt integrtion method clled integrtion by substitution. Substitution is
Integration. 148 Chapter 7 Integration
48 Chpter 7 Integrtion 7 Integrtion t ech, by supposing tht during ech tenth of second the object is going t constnt speed Since the object initilly hs speed, we gin suppose it mintins this speed, but
Luby s Alg. for Maximal Independent Sets using Pairwise Independence
Lecture Notes for Randomzed Algorthms Luby s Alg. for Maxmal Independent Sets usng Parwse Independence Last Updated by Erc Vgoda on February, 006 8. Maxmal Independent Sets For a graph G = (V, E), an ndependent
Use Geometry Expressions to create a more complex locus of points. Find evidence for equivalence using Geometry Expressions.
Lerning Objectives Loci nd Conics Lesson 3: The Ellipse Level: Preclculus Time required: 120 minutes In this lesson, students will generlize their knowledge of the circle to the ellipse. The prmetric nd
Sequences and Series
Secto 9. Sequeces d Seres You c thk of sequece s fucto whose dom s the set of postve tegers. f ( ), f (), f (),... f ( ),... Defto of Sequece A fte sequece s fucto whose dom s the set of postve tegers.
In our example i = r/12 =.0825/12 At the end of the first month after your payment is received your amount in the account, the balance, is
Payout annutes: Start wth P dollars, e.g., P = 100, 000. Over a 30 year perod you receve equal payments of A dollars at the end of each month. The amount of money left n the account, the balance, earns
Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic
Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange
SPECIAL PRODUCTS AND FACTORIZATION
MODULE - Specil Products nd Fctoriztion 4 SPECIAL PRODUCTS AND FACTORIZATION In n erlier lesson you hve lernt multipliction of lgebric epressions, prticulrly polynomils. In the study of lgebr, we come
Experiment 6: Friction
Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht
8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by
6 CHAPTER 8 COMPLEX VECTOR SPACES 5. Fnd the kernel of the lnear transformaton gven n Exercse 5. In Exercses 55 and 56, fnd the mage of v, for the ndcated composton, where and are gven by the followng
Boolean Algebra. ECE 152A Winter 2012
Boolen Algebr ECE 52A Wnter 22 Redng Assgnent Brown nd Vrnesc 2 Introducton to Logc Crcuts 2.5 Boolen Algebr 2.5. The Venn Dgr 2.5.2 Notton nd Ternology 2.5.3 Precedence of Opertons 2.6 Synthess Usng AND,
Faraday's Law of Induction
Introducton Faraday's Law o Inducton In ths lab, you wll study Faraday's Law o nducton usng a wand wth col whch swngs through a magnetc eld. You wll also examne converson o mechanc energy nto electrc energy
Section 5.4 Annuities, Present Value, and Amortization
Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today
Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy
4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.
Brillouin Zones. Physics 3P41 Chris Wiebe
Brillouin Zones Physics 3P41 Chris Wiebe Direct spce to reciprocl spce * = 2 i j πδ ij Rel (direct) spce Reciprocl spce Note: The rel spce nd reciprocl spce vectors re not necessrily in the sme direction
CURVES ANDRÉ NEVES. that is, the curve α has finite length. v = p q p q. a i.e., the curve of smallest length connecting p to q is a straight line.
CURVES ANDRÉ NEVES 1. Problems (1) (Ex 1 of 1.3 of Do Crmo) Show tht the tngent line to the curve α(t) (3t, 3t 2, 2t 3 ) mkes constnt ngle with the line z x, y. (2) (Ex 6 of 1.3 of Do Crmo) Let α(t) (e
Causal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting
Causal, Explanatory Forecastng Assumes cause-and-effect relatonshp between system nputs and ts output Forecastng wth Regresson Analyss Rchard S. Barr Inputs System Cause + Effect Relatonshp The job of
Lesson 28 Psychrometric Processes
1 Lesson 28 Psychrometrc Processes Verson 1 ME, IIT Khrgpur 1 2 The specfc objectves of ths lecture re to: 1. Introducton to psychrometrc processes nd ther representton (Secton 28.1) 2. Importnt psychrometrc
Texas Instruments 30X IIS Calculator
Texas Instruments 30X IIS Calculator Keystrokes for the TI-30X IIS are shown for a few topcs n whch keystrokes are unque. Start by readng the Quk Start secton. Then, before begnnng a specfc unt of the
6.2 Volumes of Revolution: The Disk Method
mth ppliction: volumes of revolution, prt ii Volumes of Revolution: The Disk Method One of the simplest pplictions of integrtion (Theorem ) nd the ccumultion process is to determine so-clled volumes of
MODULE 3. 0, y = 0 for all y
Topics: Inner products MOULE 3 The inner product of two vectors: The inner product of two vectors x, y V, denoted by x, y is (in generl) complex vlued function which hs the following four properties: i)
MATH 150 HOMEWORK 4 SOLUTIONS
MATH 150 HOMEWORK 4 SOLUTIONS Section 1.8 Show tht the product of two of the numbers 65 1000 8 2001 + 3 177, 79 1212 9 2399 + 2 2001, nd 24 4493 5 8192 + 7 1777 is nonnegtive. Is your proof constructive
v a 1 b 1 i, a 2 b 2 i,..., a n b n i.
SECTION 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS 455 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS All the vector spaces we have studed thus far n the text are real vector spaces snce the scalars are
and thus, they are similar. If k = 3 then the Jordan form of both matrices is
Homework ssignment 11 Section 7. pp. 249-25 Exercise 1. Let N 1 nd N 2 be nilpotent mtrices over the field F. Prove tht N 1 nd N 2 re similr if nd only if they hve the sme miniml polynomil. Solution: If
Simple Interest Loans (Section 5.1) :
Chapter 5 Fnance The frst part of ths revew wll explan the dfferent nterest and nvestment equatons you learned n secton 5.1 through 5.4 of your textbook and go through several examples. The second part
BERNSTEIN POLYNOMIALS
On-Lne Geometrc Modelng Notes BERNSTEIN POLYNOMIALS Kenneth I. Joy Vsualzaton and Graphcs Research Group Department of Computer Scence Unversty of Calforna, Davs Overvew Polynomals are ncredbly useful
RIGHT TRIANGLES AND THE PYTHAGOREAN TRIPLETS
RIGHT TRIANGLES AND THE PYTHAGOREAN TRIPLETS Known for over 500 yers is the fct tht the sum of the squres of the legs of right tringle equls the squre of the hypotenuse. Tht is +b c. A simple proof is
Math 314, Homework Assignment 1. 1. Prove that two nonvertical lines are perpendicular if and only if the product of their slopes is 1.
Mth 4, Homework Assignment. Prove tht two nonverticl lines re perpendiculr if nd only if the product of their slopes is. Proof. Let l nd l e nonverticl lines in R of slopes m nd m, respectively. Suppose
Extending Probabilistic Dynamic Epistemic Logic
Extendng Probablstc Dynamc Epstemc Logc Joshua Sack May 29, 2008 Probablty Space Defnton A probablty space s a tuple (S, A, µ), where 1 S s a set called the sample space. 2 A P(S) s a σ-algebra: a set
n + d + q = 24 and.05n +.1d +.25q = 2 { n + d + q = 24 (3) n + 2d + 5q = 40 (2)
MATH 16T Exam 1 : Part I (In-Class) Solutons 1. (0 pts) A pggy bank contans 4 cons, all of whch are nckels (5 ), dmes (10 ) or quarters (5 ). The pggy bank also contans a con of each denomnaton. The total
Graphs on Logarithmic and Semilogarithmic Paper
0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl
Project Networks With Mixed-Time Constraints
Project Networs Wth Mxed-Tme Constrants L Caccetta and B Wattananon Western Australan Centre of Excellence n Industral Optmsaton (WACEIO) Curtn Unversty of Technology GPO Box U1987 Perth Western Australa
Vectors. The magnitude of a vector is its length, which can be determined by Pythagoras Theorem. The magnitude of a is written as a.
Vectors mesurement which onl descries the mgnitude (i.e. size) of the oject is clled sclr quntit, e.g. Glsgow is 11 miles from irdrie. vector is quntit with mgnitude nd direction, e.g. Glsgow is 11 miles
PHY 140A: Solid State Physics. Solution to Homework #2
PHY 140A: Solid Stte Physics Solution to Homework # TA: Xun Ji 1 October 14, 006 1 Emil: [email protected] Problem #1 Prove tht the reciprocl lttice for the reciprocl lttice is the originl lttice.
What is Candidate Sampling
What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble
1. Measuring association using correlation and regression
How to measure assocaton I: Correlaton. 1. Measurng assocaton usng correlaton and regresson We often would lke to know how one varable, such as a mother's weght, s related to another varable, such as a
Review guide for the final exam in Math 233
Review guide for the finl exm in Mth 33 1 Bsic mteril. This review includes the reminder of the mteril for mth 33. The finl exm will be cumultive exm with mny of the problems coming from the mteril covered
The Velocity Factor of an Insulated Two-Wire Transmission Line
The Velocity Fctor of n Insulted Two-Wire Trnsmission Line Problem Kirk T. McDonld Joseph Henry Lbortories, Princeton University, Princeton, NJ 08544 Mrch 7, 008 Estimte the velocity fctor F = v/c nd the
The OC Curve of Attribute Acceptance Plans
The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4
Laws of Electromagnetism
There are four laws of electromagnetsm: Laws of Electromagnetsm The law of Bot-Savart Ampere's law Force law Faraday's law magnetc feld generated by currents n wres the effect of a current on a loop of
Joe Pimbley, unpublished, 2005. Yield Curve Calculations
Joe Pmbley, unpublshed, 005. Yeld Curve Calculatons Background: Everythng s dscount factors Yeld curve calculatons nclude valuaton of forward rate agreements (FRAs), swaps, nterest rate optons, and forward
Inter-Ing 2007. INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007.
Inter-Ing 2007 INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007. UNCERTAINTY REGION SIMULATION FOR A SERIAL ROBOT STRUCTURE MARIUS SEBASTIAN
AAPT UNITED STATES PHYSICS TEAM AIP 2010
2010 F = m Exm 1 AAPT UNITED STATES PHYSICS TEAM AIP 2010 Enti non multiplicnd sunt preter necessittem 2010 F = m Contest 25 QUESTIONS - 75 MINUTES INSTRUCTIONS DO NOT OPEN THIS TEST UNTIL YOU ARE TOLD
Lecture 3 Gaussian Probability Distribution
Lecture 3 Gussin Probbility Distribution Introduction l Gussin probbility distribution is perhps the most used distribution in ll of science. u lso clled bell shped curve or norml distribution l Unlike
4.11 Inner Product Spaces
314 CHAPTER 4 Vector Spces 9. A mtrix of the form 0 0 b c 0 d 0 0 e 0 f g 0 h 0 cnnot be invertible. 10. A mtrix of the form bc d e f ghi such tht e bd = 0 cnnot be invertible. 4.11 Inner Product Spces
Binary Representation of Numbers Autar Kaw
Binry Representtion of Numbers Autr Kw After reding this chpter, you should be ble to: 1. convert bse- rel number to its binry representtion,. convert binry number to n equivlent bse- number. In everydy
Solution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt.
Chapter 9 Revew problems 9.1 Interest rate measurement Example 9.1. Fund A accumulates at a smple nterest rate of 10%. Fund B accumulates at a smple dscount rate of 5%. Fnd the pont n tme at whch the forces
PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12
14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed
Physics 43 Homework Set 9 Chapter 40 Key
Physics 43 Homework Set 9 Chpter 4 Key. The wve function for n electron tht is confined to x nm is. Find the normliztion constnt. b. Wht is the probbility of finding the electron in. nm-wide region t x
Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.
The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only
Econ 4721 Money and Banking Problem Set 2 Answer Key
Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in
1 Example 1: Axis-aligned rectangles
COS 511: Theoretcal Machne Learnng Lecturer: Rob Schapre Lecture # 6 Scrbe: Aaron Schld February 21, 2013 Last class, we dscussed an analogue for Occam s Razor for nfnte hypothess spaces that, n conjuncton
We assume your students are learning about self-regulation (how to change how alert they feel) through the Alert Program with its three stages:
Welcome to ALERT BINGO, a fun-flled and educatonal way to learn the fve ways to change engnes levels (Put somethng n your Mouth, Move, Touch, Look, and Lsten) as descrbed n the How Does Your Engne Run?
Optimal Pricing Scheme for Information Services
Optml rcng Scheme for Informton Servces Shn-y Wu Opertons nd Informton Mngement The Whrton School Unversty of ennsylvn E-ml: [email protected] e-yu (Shron) Chen Grdute School of Industrl Admnstrton
Operations with Polynomials
38 Chpter P Prerequisites P.4 Opertions with Polynomils Wht you should lern: Write polynomils in stndrd form nd identify the leding coefficients nd degrees of polynomils Add nd subtrct polynomils Multiply
benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).
REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or
Vision Mouse. Saurabh Sarkar a* University of Cincinnati, Cincinnati, USA ABSTRACT 1. INTRODUCTION
Vson Mouse Saurabh Sarkar a* a Unversty of Cncnnat, Cncnnat, USA ABSTRACT The report dscusses a vson based approach towards trackng of eyes and fngers. The report descrbes the process of locatng the possble
An Overview of Financial Mathematics
An Overvew of Fnancal Mathematcs Wllam Benedct McCartney July 2012 Abstract Ths document s meant to be a quck ntroducton to nterest theory. It s wrtten specfcally for actuaral students preparng to take
Warm-up for Differential Calculus
Summer Assignment Wrm-up for Differentil Clculus Who should complete this pcket? Students who hve completed Functions or Honors Functions nd will be tking Differentil Clculus in the fll of 015. Due Dte:
Vector differentiation. Chapters 6, 7
Chpter 2 Vectors Courtesy NASA/JPL-Cltech Summry (see exmples in Hw 1, 2, 3) Circ 1900 A.D., J. Willird Gis invented useful comintion of mgnitude nd direction clled vectors nd their higher-dimensionl counterprts
19. The Fermat-Euler Prime Number Theorem
19. The Fermt-Euler Prime Number Theorem Every prime number of the form 4n 1 cn be written s sum of two squres in only one wy (side from the order of the summnds). This fmous theorem ws discovered bout
Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..
Chapter 7 Kinetic energy and work
Chpter 7 Kc energy nd wor I. Kc energy. II. or. III. or - Kc energy theorem. IV. or done by contnt orce - Grttonl orce V. or done by rble orce. VI. Power - Sprng orce. - Generl. D-Anly 3D-Anly or-kc Energy
Rotation Kinematics, Moment of Inertia, and Torque
Rotaton Knematcs, Moment of Inerta, and Torque Mathematcally, rotaton of a rgd body about a fxed axs s analogous to a lnear moton n one dmenson. Although the physcal quanttes nvolved n rotaton are qute
Pure C4. Revision Notes
Pure C4 Revision Notes Mrch 0 Contents Core 4 Alger Prtil frctions Coordinte Geometry 5 Prmetric equtions 5 Conversion from prmetric to Crtesin form 6 Are under curve given prmetriclly 7 Sequences nd
PERRON FROBENIUS THEOREM
PERRON FROBENIUS THEOREM R. CLARK ROBINSON Defnton. A n n matrx M wth real entres m, s called a stochastc matrx provded () all the entres m satsfy 0 m, () each of the columns sum to one, m = for all, ()
Certificate No. 68613082 ONTARIO COURT (PROVINCIAL DIVISION) - versus - PAULO RAPOSO TRANSCRIPT OF PROCEEDINGS
Certfcate No. 686182 ONTARIO COURT (PROVINCIAL DIVISION) HER MAJESTY THE QUEEN - versus - PAULO RAPOSO TRANSCRIPT OF PROCEEDINGS Heard before The Honourable Mr. Justce D. Cooper at Hamlton, Ontaro on Aprl
Section 7-4 Translation of Axes
62 7 ADDITIONAL TOPICS IN ANALYTIC GEOMETRY Section 7-4 Trnsltion of Aes Trnsltion of Aes Stndrd Equtions of Trnslted Conics Grphing Equtions of the Form A 2 C 2 D E F 0 Finding Equtions of Conics In the
