The core in the matching model with quota restriction *
|
|
- Aileen Barton
- 5 years ago
- Views:
Transcription
1 h cor in h maching mol wih uoa rsricion * Absrac: In his papr w suy h cor in h maching mol wih uoa rsricion whr an insiuion has o hir a s of pairs of complmnary workrs an has a uoa ha is h maximum numbr of cania pair posiions o b fill W fin as naural boh h concp of blocking by coaliion an h concp of cor nr h rsricion of h insiuion s rsponsiv prfrncs h xisnc of cor is guaran an is characrizaion is obain Kywors: aching; abiliy; Cor JL classicaion: C78; C7; 79 lfina mnia ** * his work is parially suppor by h Consjo Nacional Invsigacions Cinficas y écnicas CONIC hrough Gran PIC-04 by h Agncia Nacional Promoción Cinfica y écnica hrough Gran by h nivrsia Nacional an Luis hrough Gran 3950 an by h Insiuo Cincias Básicas nivrsia Nacional an Juan hrough Gran /776 ** nivrsia Nacional an Juan an Juan Argnina -mail: lfinafmnia@ spycomar R Bras co mp 00; 0: 37-49
2 38 h cor in h maching mol wih uoa rsricion Inroucion R Bras co mp 00; 0: On-o-on maching mols hav bn usful for suying assignmn problms wih h isinciv faur ha agns can b ivi from h vry bginning ino wo isjoin subss of complmnary workrs: h s of workrs of yp I an h s of workrs of yp II h naur of h assignmn problm consiss of maching ach agn workrs of yp I wih on agn from h ohr si of h mark workrs of yp II h funamnal usion of his assignmn problm consiss of maching ach workr wih a on workr from h ohr si Roh an 99 ongll an Roh 99 Roh an Xing 994 an Romro-ina 997 ar xampls of rsarch work which invsiga paricular maching problms lik nry-lvl profssional labor marks an sun amission a collgs h agns hav prfrncs on h ponial parnrs abiliy has bn consir h main propry o b saisfi wih any snsibl maching A maching is call sabl all h agns ar mach o an accpabl parnr an hr is no mach pair of workrs ha woul prfr anohr parnr o hir currn on Whn h mols of bilaral assignmn ar sui h hory of coopraiv gams is rlvan sinc h soluion in hs mols has ypical faurs of soluion in such gams In coopraiv gams h problm is cnr on h analysis of h possibl soluions an is sabiliy In hs gams som playrs agns may rach bining agrmns for in hm h rsuls ha ach of h coaliions of playrs ha can b form ar sui Cor is a soluion of a coopraiv gam ha is no block by any coaliion of agns an will b spci larh frnc bwn h finiion of cor an ha of a group of sabl machings for a bilaral gam lis in h facs ha h cor is fin via a coaliion of agns an ha all coaliions play a rol whil h s of sabl machings is fin only wih rspc o a crain yp of coaliion ha is o say a rsul is in h cor i is no block by an agn or by any coaliion of agns h numbr of agns ha inrvn in h coaliion no bing consir om rsuls rfrring o h non-mpy cor in a family of gnralizaions in h assignmn mark which inclus h mark of marriag ar foun in Quinzii 984 Curil an ijs 985 among ohrs Gal an haply 96 show ha h s of sabl machings an h cor coinci A varian of h mol of bilaral assignmn is h assignmn mol wih uoa rsricion prsn by mnia ar Nm an Ovio 008 whr an insiuion has o hir a s of pairs of complmnary workrs an has a uoa uoa which is h maximum numbr of pair posiions o b fill his insiuion has a prfrnc on his ponial s of pairs h propry of sabiliy in his mol pns on h prfrncs xprss by h paricipans an on h prfrncs of h insiuion; ha is why h propry of -sabiliy is fin nr h rsricion of h insiuion s rsponsiv prfrnc h xisnc of h s of -sabl machings is guaran an is characrizaion is obain In his rsarch work h cor in h assignmn mol wih uoa rricion is sui or his aim h insiuion s rol in h concp of blocking by coaliion is rconsir an h concps of -block by coaliion an -cor ar fin nr h rsricion of h insiuion s rsponsiv prfrncs h xisnc of h -cor is prov an vn hough in his mol h s of -sabl machings an h -cor o no coinci a compl characrizaion of h -cor is obain h papr is organiz as follows cion prsns a br rvision of h horical concps of h maching mol an a rsul is sa ha links h s of sabl machings o h cor h mos imporan finiions of h assignmn mol wih uoa rsricion an h rsuls ha guaran h xisnc of h s of maching -sabl an is characrizaion ar sa as wll In cion 3 w fin h concps of -block
3 mnia 39 by coaliion an -cor In cion 4 w show a rsul which links h s of -sabl machings o h -cor as wll as h characrizaion of his s In cion 5 unr h rsricion of h insiuion s rsponsiv prfrncs h xisnc of h -cor is guaran cion 6 prsns his papr s conclusions Prliminaris h maching mol I consiss of wo isjoin ss of agns i h s of n workrs of yp I an h s of m workrs of yp II no by { n } { m } rspcivly ach workr has a sric prfrnc rlaion P ovr {&} an ach workr has a sric prfrnc rlaion P ovr {&} Noic ha only sric prfrncs ar bing consir imilar rsuls may b obain infrnc is allow Prfrnc profils ar n+m-upls of prfrnc rlaion rprsn by P P ; P P P P P n m Givn a prfrnc profil P h sanar maching mark is no by P Givn a prfrnc rlaion P h subs of workrs prfrr o h mpy s by ar call accpabl imilarly givn a prfrnc rlaion P h subss of workrs prfrr o h mpy s by ar call accpabl h assignmn problm consiss of maching workrs of yp I wih workrs of yp II h naur of h rlaionship bing kp an hr bing h possibiliy for boh yps of workrs o rmain unmach ormally: finiion A maching m is a mapping from h s ino h s {&} such ha for all an : ihr m or m & ihr m or m & 3 m an only m L b h s of all possibl maching m Givn a maching mark P a maching m is block by a singl agn f & P f m f W say ha a maching is iniviually raional i is no block by any singl agn A maching m is block by a pair of workrs P m an P m finiion A maching m is sabl i is no block by any iniviual agn or by any pair of workrs Givn a maching mark P nos h s of sabl machings Noic ha Gal an haply 96 [] hav prov ha h s of sabl machings is non-mpy & Givn a maching mark on an P a maching m is block by a coaliion hr xiss m such ha: an x P x for all x x finiion 3 h cor of P is h s of machings of i is no block by any coaliion Givn a maching mark P C nos h cor of R Bras co mp 00; 0: 37-49
4 40 h cor in h maching mol wih uoa rsricion On of h cnral rsuls prov by Roh an oomayor n 990 [7] which links h cor wih h s of sabl machings is ha hy coinci: C h maching mol wih uoa rsricion I consiss of wo isjoin ss of agns h s of n workrs of yp I an h s of m workrs of yp II no by { n } { n } rspcivly an an insiuion no by Insiuion has a mflxiv ransiiv anisymmric an compl binary rlaion R ovr h s of all possibl machings h mpy maching inclu As usual l P an I no h sric an infrn prfrnc rlaions inuc by R rspcivly h pair of workrs will work for insiuion an his has a maximum numbr of posiions uoa min{nm} o b fill; hn only h machings whos carinaliy is smallr or ual o may b accpabl h insiuion may choos som machings of accoring o hir prfrnc P an hir uoa rsricion W no {m : # m } his nw maching markr is no ; R Noic ha min{mn} h s of all h machings may b accpabl i A maching m is accpabl for insiuion accoring o hir prfrncs m an mr m & whr m & is h maching such ha m & x& for vry x Givn min{nm} a maching m is iniviually raional # m mp & an m f P f & for vry workr f such ha m f & A maching m is block by pair of workrs P m P m an ihr a m an m or b m is iniviually raional an m R m o m fin by: f f f f f ohrwis Noic ha m hn m m finiion 4 A maching m is sabl i is iniviually raional an is no block by any pair of workrs Givn a maching mark ; R nos h s of -sabl machings Noic ha mnia al 008 [] hav prov ha unr h rsricion of h insiuion s rsponsiv prfrncs h s of -sabl machings is non-mpy hy also obain a characrizaion of such a s as: No: h finiion of h insiuion s rsponsiv prfrncs an h ss an ar ma xplici in ail in h Appnix R Bras co mp 00; 0: 37-49
5 mnia 4 3 h -cor Our objiv in his scion is o xn h concp of blocking for coaliion o h maching mol wih rsricion of h capaciy nlik wha happns in mol in mol h insiuion has prfrncs ovr h s of machings ; ha is why i is ncssary o rconsir h insiuion s rol in h concp of blocking by coaliion W will consir ha whn h coaliion ha blocks a maching is form by agns alray conrac by h insiuion ha is o say no singl agns h insiuion os no rais any objcion in is formaion bcaus i consirs h blocking o b inrnal On h ohr han xrnal agns blong o h coaliion ha is o say singl agns in h original maching h insiuion imposs h nw maching o b prfrr o h original on ormally: finiion 5 A maching m is -block by a coaliion xiss m such ha: m xp x mx for all x 3 m x mx for all x m 4 If x such ha mx & hn m R m In mol h cor was fin as h s of machings which ar no block by any coaliion W xn h concp of cor o h mol in h following way: finiion 6 Givn a maching mark whih uoa rsricion h -cor of is h s of machings of which ar no -block by any coaliion W no C h -cor of Proposiion L R b a maching mark wih uoa rsricion; C hn m s -iniviually raional Proof Assum ha m is no -iniviually raional hn hr xiss f such ha &P f m f W consir h coaliion { f } an h maching m such ha x x x xf f f f hy saisfy h coniions of -block by coaliion conraicing h fac ha C h following proposiion sablishs ha is a subs of -cor Proposiion If R is a maching mark wih uoa rsricion hn C h proof o his proposiion is vlop in h Appnix as Proposiion A7 h following xampl shows ha no always is a subs of C xampl L P b h maching mark such ha { } an { } ar h wo ss of workrs wih h prfrnc profil P P whr: P P P P 3 an an h following prfrncs ovr an : y R Bras co mp 00; 0: 37-49
6 4 h cor in h maching mol wih uoa rsricion consiss of h following maching: W consir h coaliion { } By im vii of h rsponsiv xnsion I whr As B B by im vi of h rsponsiv xnsion P hn P an C W fin h following subs of as follows: R { : hr xiss such as an P P P an P } W show ha vry maching ha is in R is no in h -cor Proposiion 3 L R b a maching mark an m r hn C Proof L m r hn hr xiss such ha m m & P P P an P W consir h coaliion { } an h maching x x x x x W hav ha an x x for vry x his h coniions an of -block for coaliion ar saisfi Also coniions 3 of -block for coaliion ar saisfi sinc m m & P P P an P o monsra coniion 4 w consir h maching x x x x x By ms vii of rsponsiv xnsion n by ms vi of rsponsiv xnsion P which implis ha for ransiiv propry of R u P hn h maching m is -block for coaliion an C W fin h s \ R an w will prov ha i is a subs of -cor Proposiion 4 If R is a maching mark wih uoa rsricion hn C h proof o his proposiion is vlop in h Appnix as Proposiion A8 4 h -cor an h -sabl h following rsul sablishs ha vry maching in h -cor is also a -sabl of Proposiion 5 If R is a maching mark wih uoa rsricion hn C Proof Assum ha C an rom C by proposiion 3 m is -iniviually raional As hn hr xiss ha -block o m R Bras co mp 00; 0: 37-49
7 mnia 43 L {} an l h maching whr x x x x x ohrwis Coniions an 3 of -block by coaliion ar saisfi by finiion of m As m coniion of -block by pair implis coniions of -block by coaliion o prov Coniion 4 w consir m& or m& hn Coniions of -block by coaliion imply ha R ; which conraics ha C h rsuls obain unil now allow us o giv a compl characrizaion of h -cor in rms of ss an horm If R is a maching mark wih uoa rsricion hn C Proof rom Proposiion 4 an Proposiion 6 w obain: C L C hn by Proposiion 5 As w obain: or If #m by w hav ha m L #m an l us assum ha which implis by ha m an \ R; hn m R an by Proposiion 5 C which conraics C W obain: C 3 an 3 imply ha C 5 xisnc of h -cor In orr o guaran ha C w prov ha givn a mol of mark ss an ar no mpy simulanously Lmma If hn ~ for vry ~ Proof L m which implis ha hr xiss N such ha an #m Wihou loss of gnraliy w assum ha max{ : } which implis ha ~ inc w hav ha inc m an m ~ ar sabl in an rspcivly by Lmma A in Appnix # ~ # # ~ which implis ha # ~ o # ~ If # ~ hn ~ an hrfor If # ~ hr xiss ~ such ha # ~ # ~ # ~ hn # ~ o # ~ Wnohcarinaliyofamaching h of a m by m # #{ : } #{ : } R Bras co mp 00; 0: 37-49
8 44 h cor in h maching mol wih uoa rsricion ~ k inc is fini hr xiss k an such ha # ~ hn By rpaing his procss h rsul ha follows is obain: ~ for vry ~ L us prov now ha s C is no mpy horm If ; R is a maching mark wih uoa rsricion hn C Proof L by Proposiion C L us assum an l m an # Noic ha an hn C for vry 4 Now w will show ha: C C for > 5 uppos ha C y C wih > inc C hn which implis ha # an for vry coaliion hr is no maching ha saisfis Coniions y of -block by coaliion his conraics C By 5 an C i is impli ha C for vry > 6 rom 4 an 6 w conclu ha: C for vry 7 6 Conclusions In his rsarch work h concp of cor is fin in h maching mol wih uoa rsricion an is call -cor or his purpos h insiuion s rol in h concp of blocking by coaliion in h bilaral assignaion mol was rconsir h xisnc of h -cor unr h insiuion s rsponsiv prfrnc rsricion is prov By mans of xampl i is sa ha unlik wha happns in h bilaral mol h -sabls an h -cor may no coinci; nvrhlss horm shows how a characrizaion of h -cor can b obain in rms of subss of h s of -sabls Appnix h rsricion of rom now on w will no {} an c {} such ha { c }{} an f f will no a gnric workr Givn w no h rsricion of P o by P C Givn P C w no h rsricion of o by P P or h sak of simpliciy C C w no P whr w hav o unrsan ha P P P C R Bras co mp 00; 0: 37-49
9 mnia 45 Lmma A mnia arí Ovio an Nm 008 Givn P an l m an b h sabl machings for an rspcivly hn # # # # \ h insiuion s rsponsiv prfrnc Givn a maching mark an a uoa min{ n m} w no A h s of all -sabl machings W will assum ha h insiuion has an iniviual prfrnc ovr h s an an iniviual prfrnc ovr h s an is prfrnc ovr machings ar ircly connc wih is prfrncs ovr workrs An insiuion s prfrnc is call rsponsiv o is iniviual prfrncs for any maching ha frs in only on workr h insiuion prfrs h maching ha has h mos prfrabl workr accoring o h iniviual prfrncs In orr o formaliz h insiuion s rsponsiv prfrnc w inrouc h noaions ha follow or vry maching m consir B { : } or vry f : f si f { } f f Noic ha finiion A A prfrnc rlaion R is a rsponsiv xnsion of prfrncs an ovr an rspcivly such ha i saisfis h following coniions: i ii iii iv P an only an P an only P P P an only an only for vry B v or vry m such ha # # an B B \ { } { } P an only P : vi or vry m such ha B B an P hn P vii or vry m such ha an hn I W consir a prfrnc R o b rsponsiv hr ar wo iniviual prfrncs an ovr {} an {} rspcivly such ha R is a rsponsiv xnsion Rmark A3 Givn wo prfrncs an ovr {} an {} rspcivly w can consruc a rsponsiv prfrnc rlaion R ovr h s of all machings ; morovr his xnsion is no uniu h ss an Now w will consir h mol whr R is a rsponsiv prfrnc Wihou loss of gnraliy an in orr o avoi h aiion of noaional complxiy o h mol w assum ha all h agns of ss an ar accpabl for h insiuion i for vry an w hav ha an or vry N w can fin h following subs such ha # an for vry f an f w hav ha l f f No ha whr # l Givn ss {# } an { # } ; for vry w no h rsricion of o an P i R Bras co mp 00; 0: 37-49
10 h cor in h maching mol wih uoa rsricion 46 R Bras co mp 00; 0: Givn an h following ss of machings: ohrwis vry for # an } such ha : { Proposiion A4 Givn R hr xiss K such ha K Givn an h following ss of sabl machings: \ an \ vry for or ihr :# P P an } such ha : { Proposiion A5 Givn R hr xiss ^ K such ha ˆ K Rmark A6 h ss K an ^ K on h prvious proposiions ar givn by: such ha : { N K } an such ha : { ^ N K } Proposiion A7 If R is a maching mark wih uoa rsricion hn C Proof W assum ha an; hn # an hr xis a coaliion an a maching ha saisfy h coniions of -block by coaliion Noic ha m is -block by h coaliion hn m is block by h coaliion inc hr xiss N such ha an as C C hn m is no -block by any coaliion ; hus which implis ha such ha xiss hr x x 8 inc w can wri hr bing an W consir h following ss: \ \ 9 W can wri y : 0
11 mnia 47 Now w will show ha y L us assum ha an l us consir ; hn Howvr an is a coaliion ha blocks m hn w hav ha P an P which implis ha is a -bloching pair of m his conraics imilary w can prov ha By an Coniion of -block by coaliion w obain # # # an # # # L \ an \ \ \ 3 W xprss #m y #m in rms of h ss fin in 9 # #{ \ : } # \ #{ : } 4 L now { \ : } { : } 5 By coniion of -block by coaliion w hav ha { : } an \ by 0 i is impli ha { : } rom \ an 5 w can fin a s A such ha # #{ \ : } # A# # 6 an by Coniion 3 of -block by coaliion w hav ha: # #{ \ : } # A# # 7 As # an # an by 4 an 7 w hav ha: # A # # #{ : } # \ 8 By # { : } 7 an 8 w hav ha: # # which implis ha: { # : } an # \ # # \ Noic ha for vry an ; his implis ha w can fin h following sunc of machings 0 r such ha k k inc k k no ha as an ; an his implis ha m k is fini wll # k # k an B B \ As R is a rsponsiv xnsion k k k P k an by ransiiviy of R P 9 r ymmrically by consiring # y # w obain # \ # # { : } \ an his implis ha for vry an an now w can fin h sunc of maching r r such ha k By ransiiviy k of R w hav ha r P 0 R Bras co mp 00; 0: 37-49
12 48 h cor in h maching mol wih uoa rsricion By 9 0 an ransiiviy of R P inc by 8 hr xiss x such ha x Coniion conraics h fac ha m is -block by coaliion inally C Proposiion A8 If R is a maching mark wih uoa rsricion hn C Proof W Assum ha an C hn # an hr xis a coaliion an a maching ha saisfy h coniions of -block by coaliion Noic ha m is -block by h coaliion hn m is block by h coaliion inc hr xiss N such ha an as C C hn m is no -block by any coaliion ; hus which implis ha hr xiss x suchha x inc w can wri hr bing an W consir h following ss: \ W hav ha y : An \ 3 4 Now w will show ha \ an \ 5 W assum ha hr xiss \ By coniion of -block by coaliion which impls ha or L us assumha hn As an is a coaliion ha blocks m w hav ha P an P which implis ha is a -blocking pair of m I conraics If hn an sinc \ As is a coaliion ha blocks m w hav ha P an P which implis ha \ \ I conraics hn \ imilary w can prov ha \ Now w show ha y 6 L us assum ha an By coniion of -blocks by coaliion inc P y an P hn is a blocking pair of m which conraics imilary w can prov ha inc for vry an for vry an ar no muually accpabl; hn an ; by Coniion of -blocks by coaliion an wih which h proof o 6 is compl inc R for vry an for vry hn: y 7 R Bras co mp 00; 0: 37-49
13 mnia 49 By 6 an Coniion of -blocks by coaliion # # By 5 an 7 for vry an Bsis w hav ha by Coniion of -blocks by coaliion an consunly his implis ha w can fin h following sunc of machings 0 r such ha k k inc k no ha as an i is impli ha k k is a maching such ha # k # k an B B \{ } { } As R is a rsponsiv xnsion k k k P k an by ransiiviy of R P 8 r ymmrically by consiring \ an by Coniion of -block by coaliion w hav ha for vry y which implis ha w can fin h sunc of maching r r such ha k By ransiiviy of R w hav ha k r P 9 By 8 9 an ransiiviy of R P 30 inc by hr xiss x such ha x coniion 30 conraics h fac ha m is -block by coaliion inally C Bibliography [] NIA ; ARÍ ; N A al abl soluions on machings mols wih uoa rsricions In rviw 008 [] GAL ; HAPLY L Collg amissions an h sabiliy of marriag Amrican ahmaical onhly v 69 p [3] GAL ; OOAYOR om rmarks on h sabl maching problm Amrican ahmaical onhly v p [4] QINZII Cor an compiiv uilibria wih inivisibiliis Inrnaional Journal of Gam v 3 p [5] RORO-INA A Implmnaion of abl oluions in a Rsric aching mark Rviw of conomic sign v 3 p [6] ROH A Nw Physicians: a naural xprimn in mark organizaion cinc v 50 p [7] ROH A; OOAYOR wo-si aching: A uy in Gam-horic oling an Analysis Cambrig nivrsiy Prss Cambrig nglan [conomrica ociy onographs No 8] 990 [8] HAPLY Ll On balanc ss an cors Naval Rsarch Logosic Quarrly v 4 p [9] HAPLY Ll; CAR H On cors an inivisibiliy Journal of ahmaical conomics v p [0] HAPLY Ll; hubik h assignmn gam I: h cor Inrnaional Journal of Gam hory v p R Bras co mp 00; 0: 37-49
Final Exam : Solutions
Comp : Algorihm and Daa Srucur Final Exam : Soluion. Rcuriv Algorihm. (a) To bgin ind h mdian o {x, x,... x n }. Sinc vry numbr xcp on in h inrval [0, n] appar xacly onc in h li, w hav ha h mdian mu b
More informationInstructors Solution for Assignment 3 Chapter 3: Time Domain Analysis of LTIC Systems
Inrucor Soluion for Aignmn Chapr : Tim Domain Anali of LTIC Sm Problm i a 8 x x wih x u,, an Zro-inpu rpon of h m: Th characriic quaion of h LTIC m i i 8, which ha roo a ± j Th zro-inpu rpon i givn b zi
More informationDouble Slits in Space and Time
Doubl Slis in Sac an Tim Gorg Jons As has bn ror rcnly in h mia, a am l by Grhar Paulus has monsra an inrsing chniqu for ionizing argon aoms by using ulra-shor lasr ulss. Each lasr uls is ffcivly on an
More informationA Condition for Stability in an SIR Age Structured Disease Model with Decreasing Survival Rate
A Condiion for abiliy in an I Ag rucurd Disas Modl wih Dcrasing urvival a A.K. upriana, Edy owono Dparmn of Mahmaics, Univrsias Padjadjaran, km Bandung-umng 45363, Indonsia fax: 6--7794696, mail: asupria@yahoo.com.au;
More informationCPSC 211 Data Structures & Implementations (c) Texas A&M University [ 259] B-Trees
CPSC 211 Daa Srucurs & Implmnaions (c) Txas A&M Univrsiy [ 259] B-Trs Th AVL r and rd-black r allowd som variaion in h lnghs of h diffrn roo-o-laf pahs. An alrnaiv ida is o mak sur ha all roo-o-laf pahs
More information4.1 The Uniform Distribution Def n: A c.r.v. X has a continuous uniform distribution on [a, b] when its pdf is = 1 a x b
4. Th Uniform Disribuion Df n: A c.r.v. has a coninuous uniform disribuion on [a, b] whn is pdf is f x a x b b a Also, b + a b a µ E and V Ex4. Suppos, h lvl of unblivabiliy a any poin in a Transformrs
More informationAn Indian Journal FULL PAPER. Trade Science Inc. A stage-structured model of a single-species with density-dependent and birth pulses ABSTRACT
[Typ x] [Typ x] [Typ x] ISSN : 974-7435 Volum 1 Issu 24 BioTchnology 214 An Indian Journal FULL PAPE BTAIJ, 1(24), 214 [15197-1521] A sag-srucurd modl of a singl-spcis wih dnsiy-dpndn and birh pulss LI
More informationMidterm exam 2, April 7, 2009 (solutions)
Univrsiy of Pnnsylvania Dparmn of Mahmaics Mah 26 Honors Calculus II Spring Smsr 29 Prof Grassi, TA Ashr Aul Midrm xam 2, April 7, 29 (soluions) 1 Wri a basis for h spac of pairs (u, v) of smooh funcions
More informationMa/CS 6a Class 15: Flows and Bipartite Graphs
//206 Ma/CS 6a Cla : Flow and Bipari Graph By Adam Shffr Rmindr: Flow Nwork A flow nwork i a digraph G = V, E, oghr wih a ourc vrx V, a ink vrx V, and a capaciy funcion c: E N. Capaciy Sourc 7 a b c d
More informationLet s look again at the first order linear differential equation we are attempting to solve, in its standard form:
Th Ingraing Facor Mhod In h prvious xampls of simpl firs ordr ODEs, w found h soluions by algbraically spara h dpndn variabl- and h indpndn variabl- rms, and wri h wo sids of a givn quaion as drivaivs,
More informationRelation between Fourier Series and Transform
EE 37-3 8 Ch. II: Inro. o Sinls Lcur 5 Dr. Wih Abu-Al-Su Rlion bwn ourir Sris n Trnsform Th ourir Trnsform T is riv from h finiion of h ourir Sris S. Consir, for xmpl, h prioic complx sinl To wih prio
More informationOn the Derivatives of Bessel and Modified Bessel Functions with Respect to the Order and the Argument
Inrnaional Rsarch Journal of Applid Basic Scincs 03 Aailabl onlin a wwwirjabscom ISSN 5-838X / Vol 4 (): 47-433 Scinc Eplorr Publicaions On h Driais of Bssl Modifid Bssl Funcions wih Rspc o h Ordr h Argumn
More informationSales Tax: Specific or Ad Valorem Tax for a Non-renewable Resource?
Sals Tax: Spcific or A Valorm Tax for a Non-rnwabl Rsourc? N. M. Hung 1 an N. V. Quyn 2 Absrac This papr shows ha for a im-inpnn spcific ax an a im-inpnn a valorm ax ha inuc h sam compiiv uilibrium in
More informationCopyright 2012 Pearson Education, Inc. Publishing as Prentice Hall.
Chapr Rviw 0 6. ( a a ln a. This will qual a if an onl if ln a, or a. + k an (ln + c. Thrfor, a an valu of, whr h wo curvs inrsc, h wo angn lins will b prpnicular. 6. (a Sinc h lin passs hrough h origin
More informationCSE 245: Computer Aided Circuit Simulation and Verification
CSE 45: Compur Aidd Circui Simulaion and Vrificaion Fall 4, Sp 8 Lcur : Dynamic Linar Sysm Oulin Tim Domain Analysis Sa Equaions RLC Nwork Analysis by Taylor Expansion Impuls Rspons in im domain Frquncy
More informationChapter 5 The Laplace Transform. x(t) input y(t) output Dynamic System
EE 422G No: Chapr 5 Inrucor: Chung Chapr 5 Th Laplac Tranform 5- Inroducion () Sym analyi inpu oupu Dynamic Sym Linar Dynamic ym: A procor which proc h inpu ignal o produc h oupu dy ( n) ( n dy ( n) +
More informationInstitute of Actuaries of India
Insiu of Acuaris of India ubjc CT3 Probabiliy and Mahmaical aisics Novmbr Examinaions INDICATIVE OLUTION Pag of IAI CT3 Novmbr ol. a sampl man = 35 sampl sandard dviaion = 36.6 b for = uppr bound = 35+*36.6
More informationThe Optimal Timing of Transition to New Environmental Technology in Economic Growth
h Opimal iming of ransiion o Nw Environmnal chnology in Economic Growh h IAEE Europan Confrnc 7- Spmbr, 29 Vinna, Ausria Akira AEDA and akiko NAGAYA yoo Univrsiy Background: Growh and h Environmn Naural
More information1. Inverse Matrix 4[(3 7) (02)] 1[(0 7) (3 2)] Recall that the inverse of A is equal to:
Rfrncs Brnank, B. and I. Mihov (1998). Masuring monary policy, Quarrly Journal of Economics CXIII, 315-34. Blanchard, O. R. Proi (00). An mpirical characrizaion of h dynamic ffcs of changs in govrnmn spnding
More informationH is equal to the surface current J S
Chapr 6 Rflcion and Transmission of Wavs 6.1 Boundary Condiions A h boundary of wo diffrn mdium, lcromagnic fild hav o saisfy physical condiion, which is drmind by Maxwll s quaion. This is h boundary condiion
More informationSpring 2006 Process Dynamics, Operations, and Control Lesson 2: Mathematics Review
Spring 6 Procss Dynamics, Opraions, and Conrol.45 Lsson : Mahmaics Rviw. conx and dircion Imagin a sysm ha varis in im; w migh plo is oupu vs. im. A plo migh imply an quaion, and h quaion is usually an
More informationTransfer function and the Laplace transformation
Lab No PH-35 Porland Sa Univriy A. La Roa Tranfr funcion and h Laplac ranformaion. INTRODUTION. THE LAPLAE TRANSFORMATION L 3. TRANSFER FUNTIONS 4. ELETRIAL SYSTEMS Analyi of h hr baic paiv lmn R, and
More informationPoisson process Markov process
E2200 Quuing hory and lraffic 2nd lcur oion proc Markov proc Vikoria Fodor KTH Laboraory for Communicaion nwork, School of Elcrical Enginring 1 Cour oulin Sochaic proc bhind quuing hory L2-L3 oion proc
More informationOn Ψ-Conditional Asymptotic Stability of First Order Non-Linear Matrix Lyapunov Systems
In. J. Nonlinar Anal. Appl. 4 (213) No. 1, 7-2 ISSN: 28-6822 (lcronic) hp://www.ijnaa.smnan.ac.ir On Ψ-Condiional Asympoic Sabiliy of Firs Ordr Non-Linar Marix Lyapunov Sysms G. Sursh Kumar a, B. V. Appa
More informationGeneral Article Application of differential equation in L-R and C-R circuit analysis by classical method. Abstract
Applicaion of Diffrnial... Gnral Aricl Applicaion of diffrnial uaion in - and C- circui analysis by classical mhod. ajndra Prasad gmi curr, Dparmn of Mahmaics, P.N. Campus, Pokhara Email: rajndraprasadrgmi@yahoo.com
More information2. The Laplace Transform
Th aac Tranorm Inroucion Th aac ranorm i a unamna an vry uu oo or uying many nginring robm To in h aac ranorm w conir a comx variab σ, whr σ i h ra ar an i h imaginary ar or ix vau o σ an w viw a a oin
More informationMultiple Short Term Infusion Homework # 5 PHA 5127
Multipl Short rm Infusion Homwork # 5 PHA 527 A rug is aministr as a short trm infusion. h avrag pharmacokintic paramtrs for this rug ar: k 0.40 hr - V 28 L his rug follows a on-compartmnt boy mol. A 300
More informationDonor Herding and Domestic Debt Crisis
WP/06/09 Donor Hring an Domsic Db Crisis Yohan Khamfula, Monfor Mlachila, an Ephraim Chirwa 2006 Inrnaional Monary Fun WP/06/09 IMF Working Papr Wsrn Hmisphr Dparmn Donor Hring an Domsic Db Crisis Prpar
More informationEconomics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 3/28/2012. UW Madison
Economics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 3/28/2012 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 16 1 Consumpion Th Vry Forsighd dconsumr A vry forsighd
More informationVoltage v(z) ~ E(z)D. We can actually get to this wave behavior by using circuit theory, w/o going into details of the EM fields!
Considr a pair of wirs idal wirs ngh >, say, infinily long olag along a cabl can vary! D olag v( E(D W can acually g o his wav bhavior by using circui hory, w/o going ino dails of h EM filds! Thr
More informationLecture 2: Current in RC circuit D.K.Pandey
Lcur 2: urrn in circui harging of apacior hrough Rsisr L us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R and a ky K in sris. Whn h ky K is swichd on, h charging
More informationBoyce/DiPrima 9 th ed, Ch 2.1: Linear Equations; Method of Integrating Factors
Boc/DiPrima 9 h d, Ch.: Linar Equaions; Mhod of Ingraing Facors Elmnar Diffrnial Equaions and Boundar Valu Problms, 9 h diion, b William E. Boc and Richard C. DiPrima, 009 b John Wil & Sons, Inc. A linar
More informationFIRST-ORDER SYSTEMS OF ORDINARY DIFFERENTIAL EQUATIONS I: Introduction and Linear Systems
FIRST-ORDER SYSTEMS OF ORDINARY DIFFERENTIAL EQUATIONS I: Inroducion and Linar Sysms David Lvrmor Dparmn of Mahmaics Univrsiy of Maryland 9 Dcmbr 0 Bcaus h prsnaion of his marial in lcur will diffr from
More informationA THREE COMPARTMENT MATHEMATICAL MODEL OF LIVER
A THREE COPARTENT ATHEATICAL ODEL OF LIVER V. An N. Ch. Paabhi Ramacharyulu Faculy of ahmaics, R D collgs, Hanamonda, Warangal, India Dparmn of ahmaics, Naional Insiu of Tchnology, Warangal, India E-ail:
More informationCharging of capacitor through inductor and resistor
cur 4&: R circui harging of capacior hrough inducor and rsisor us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R, an inducor of inducanc and a y K in sris.
More information2.1. Differential Equations and Solutions #3, 4, 17, 20, 24, 35
MATH 5 PS # Summr 00.. Diffrnial Equaions and Soluions PS.# Show ha ()C #, 4, 7, 0, 4, 5 ( / ) is a gnral soluion of h diffrnial quaion. Us a compur or calculaor o skch h soluions for h givn valus of h
More informationUNIT #5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS
Answr Ky Nam: Da: UNIT # EXPONENTIAL AND LOGARITHMIC FUNCTIONS Par I Qusions. Th prssion is quivaln o () () 6 6 6. Th ponnial funcion y 6 could rwrin as y () y y 6 () y y (). Th prssion a is quivaln o
More informationREPETITION before the exam PART 2, Transform Methods. Laplace transforms: τ dτ. L1. Derive the formulas : L2. Find the Laplace transform F(s) if.
Tranform Mhod and Calculu of Svral Variabl H7, p Lcurr: Armin Halilovic KTH, Campu Haning E-mail: armin@dkh, wwwdkh/armin REPETITION bfor h am PART, Tranform Mhod Laplac ranform: L Driv h formula : a L[
More informationSupervisory Control of Periodic Stepping Motion of a Bipedal Robot
uprvisory Conrol of Prioic pping Moion of a Bipal Robo Hihiro Urahama 1, Yuichi Tazaki 1 an Tasuya uzuki 1 1 Dparmn of Mchanical cinc an Enginring, Graua chool of Enginring, Nagoya Univrsiy Furo-cho, Chikusa-ku,
More informationAdvanced Queueing Theory. M/G/1 Queueing Systems
Advand Quung Thory Ths slds ar rad by Dr. Yh Huang of Gorg Mason Unvrsy. Sudns rgsrd n Dr. Huang's ourss a GMU an ma a sngl mahn-radabl opy and prn a sngl opy of ah sld for hr own rfrn, so long as ah sld
More informationwhereby we can express the phase by any one of the formulas cos ( 3 whereby we can express the phase by any one of the formulas
Third In-Class Exam Soluions Mah 6, Profssor David Lvrmor Tusday, 5 April 07 [0] Th vrical displacmn of an unforcd mass on a spring is givn by h 5 3 cos 3 sin a [] Is his sysm undampd, undr dampd, criically
More informationLecture 4: Laplace Transforms
Lur 4: Lapla Transforms Lapla and rlad ransformaions an b usd o solv diffrnial quaion and o rdu priodi nois in signals and imags. Basially, hy onvr h drivaiv opraions ino mulipliaion, diffrnial quaions
More informationChapter 12 Introduction To The Laplace Transform
Chapr Inroducion To Th aplac Tranorm Diniion o h aplac Tranorm - Th Sp & Impul uncion aplac Tranorm o pciic uncion 5 Opraional Tranorm Applying h aplac Tranorm 7 Invr Tranorm o Raional uncion 8 Pol and
More informationDEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS. Assoc. Prof. Dr. Burak Kelleci. Spring 2018
DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS Aoc. Prof. Dr. Burak Kllci Spring 08 OUTLINE Th Laplac Tranform Rgion of convrgnc for Laplac ranform Invr Laplac ranform Gomric valuaion
More informationCHAPTER CHAPTER14. Expectations: The Basic Tools. Prepared by: Fernando Quijano and Yvonn Quijano
Expcaions: Th Basic Prpard by: Frnando Quijano and Yvonn Quijano CHAPTER CHAPTER14 2006 Prnic Hall Businss Publishing Macroconomics, 4/ Olivir Blanchard 14-1 Today s Lcur Chapr 14:Expcaions: Th Basic Th
More informationArturo R. Samana* in collaboration with Carlos Bertulani*, & FranjoKrmpotic(UNLP-Argentina) *Department of Physics Texas A&M University -Commerce 07/
Comparison of RPA-lik modls in Nurino-Nuclus Nuclus Procsss Aruro R. Samana* in collaboraion wih Carlos Brulani* & FranjoKrmpoicUNLP-Argnina *Dparmn of Physics Txas A&M Univrsiy -Commrc 07/ 0/008 Aomic
More informationI) Title: Rational Expectations and Adaptive Learning. II) Contents: Introduction to Adaptive Learning
I) Til: Raional Expcaions and Adapiv Larning II) Conns: Inroducion o Adapiv Larning III) Documnaion: - Basdvan, Olivir. (2003). Larning procss and raional xpcaions: an analysis using a small macroconomic
More informationOn the Speed of Heat Wave. Mihály Makai
On h Spd of Ha Wa Mihály Maai maai@ra.bm.hu Conns Formulaion of h problm: infini spd? Local hrmal qulibrium (LTE hypohsis Balanc quaion Phnomnological balanc Spd of ha wa Applicaion in plasma ranspor 1.
More informationFourier Series and Parseval s Relation Çağatay Candan Dec. 22, 2013
Fourir Sris nd Prsvl s Rlion Çğy Cndn Dc., 3 W sudy h m problm EE 3 M, Fll3- in som dil o illusr som conncions bwn Fourir sris, Prsvl s rlion nd RMS vlus. Q. ps h signl sin is h inpu o hlf-wv rcifir circui
More informationMath 3301 Homework Set 6 Solutions 10 Points. = +. The guess for the particular P ( ) ( ) ( ) ( ) ( ) ( ) ( ) cos 2 t : 4D= 2
Mah 0 Homwork S 6 Soluions 0 oins. ( ps) I ll lav i o you o vrify ha y os sin = +. Th guss for h pariular soluion and is drivaivs is blow. Noi ha w ndd o add s ono h las wo rms sin hos ar xaly h omplimnary
More informationMidterm Examination (100 pts)
Econ 509 Spring 2012 S.L. Parn Midrm Examinaion (100 ps) Par I. 30 poins 1. Dfin h Law of Diminishing Rurns (5 ps.) Incrasing on inpu, call i inpu x, holding all ohr inpus fixd, on vnuall runs ino h siuaion
More informationAFFINITY SET AND ITS APPLICATIONS *
oussa Larbani Yuh-Wn Chn FFINITY SET ND ITS PPLICTIONS * bsrac ffiniy has a long hisory rlad o h social bhavior of human, spcially, h formaion of social groups or social nworks. ffiniy has wo manings.
More informationCS 491 G Combinatorial Optimization
CS 49 G Cobinatorial Optiization Lctur Nots Junhui Jia. Maiu Flow Probls Now lt us iscuss or tails on aiu low probls. Thor. A asibl low is aiu i an only i thr is no -augnting path. Proo: Lt P = A asibl
More informationWave Equation (2 Week)
Rfrnc Wav quaion ( Wk 6.5 Tim-armonic filds 7. Ovrviw 7. Plan Wavs in Losslss Mdia 7.3 Plan Wavs in Loss Mdia 7.5 Flow of lcromagnic Powr and h Poning Vcor 7.6 Normal Incidnc of Plan Wavs a Plan Boundaris
More informationRevisiting what you have learned in Advanced Mathematical Analysis
Fourir sris Rvisiing wh you hv lrnd in Advncd Mhmicl Anlysis L f x b priodic funcion of priod nd is ingrbl ovr priod. f x cn b rprsnd by rigonomric sris, f x n cos nx bn sin nx n cos x b sin x cosx b whr
More informationLecture 1: Numerical Integration The Trapezoidal and Simpson s Rule
Lcur : Numrical ngraion Th Trapzoidal and Simpson s Rul A problm Th probabiliy of a normally disribud (man µ and sandard dviaion σ ) vn occurring bwn h valus a and b is B A P( a x b) d () π whr a µ b -
More information10. If p and q are the lengths of the perpendiculars from the origin on the tangent and the normal to the curve
0. If p and q ar h lnghs of h prpndiculars from h origin on h angn and h normal o h curv + Mahmaics y = a, hn 4p + q = a a (C) a (D) 5a 6. Wha is h diffrnial quaion of h family of circls having hir cnrs
More informationChapter 2 The Derivative Business Calculus 99
Chapr Th Drivaiv Businss Calculus 99 Scion 5: Drivaivs of Formulas In his scion, w ll g h rivaiv ruls ha will l us fin formulas for rivaivs whn our funcion coms o us as a formula. This is a vry algbraic
More informationConsider a system of 2 simultaneous first order linear equations
Soluon of sysms of frs ordr lnar quaons onsdr a sysm of smulanous frs ordr lnar quaons a b c d I has h alrna mar-vcor rprsnaon a b c d Or, n shorhand A, f A s alrady known from con W know ha h abov sysm
More informationThe second condition says that a node α of the tree has exactly n children if the arity of its label is n.
CS 6110 S14 Hanout 2 Proof of Conflunc 27 January 2014 In this supplmntary lctur w prov that th λ-calculus is conflunt. This is rsult is u to lonzo Church (1903 1995) an J. arkly Rossr (1907 1989) an is
More information14.02 Principles of Macroeconomics Fall 2005 Quiz 3 Solutions
4.0 rincipl of Macroconomic Fall 005 Quiz 3 Soluion Shor Quion (30/00 poin la a whhr h following amn ar TRUE or FALSE wih a hor xplanaion (3 or 4 lin. Each quion coun 5/00 poin.. An incra in ax oday alway
More information) and furthermore all X. The definition of the term stationary requires that the distribution fulfills the condition:
Assigm Thomas Aam, Spha Brumm, Haik Lor May 6 h, 3 8 h smsr, 357, 7544, 757 oblm For R b X a raom variabl havig ormal isribuio wih ma µ a variac σ (his is wri as ~ (,) X. by: R a. Is X ) a urhrmor all
More informationPart I: Short Answer [50 points] For each of the following, give a short answer (2-3 sentences, or a formula). [5 points each]
Soluions o Midrm Exam Nam: Paricl Physics Fall 0 Ocobr 6 0 Par I: Shor Answr [50 poins] For ach of h following giv a shor answr (- snncs or a formula) [5 poins ach] Explain qualiaivly (a) how w acclra
More informationSOLUTIONS. 1. Consider two continuous random variables X and Y with joint p.d.f. f ( x, y ) = = = 15. Stepanov Dalpiaz
STAT UIUC Pracic Problms #7 SOLUTIONS Spanov Dalpiaz Th following ar a numbr of pracic problms ha ma b hlpful for compling h homwor, and will lil b vr usful for suding for ams.. Considr wo coninuous random
More informationInverse Fourier Transform. Properties of Continuous time Fourier Transform. Review. Linearity. Reading Assignment Oppenheim Sec pp.289.
Convrgnc of ourir Trnsform Rding Assignmn Oppnhim Sc 42 pp289 Propris of Coninuous im ourir Trnsform Rviw Rviw or coninuous-im priodic signl x, j x j d Invrs ourir Trnsform 2 j j x d ourir Trnsform Linriy
More informationLagrangian for RLC circuits using analogy with the classical mechanics concepts
Lagrangian for RLC circuis using analogy wih h classical mchanics concps Albrus Hariwangsa Panuluh and Asan Damanik Dparmn of Physics Educaion, Sanaa Dharma Univrsiy Kampus III USD Paingan, Maguwoharjo,
More informationCase Study Vancomycin Answers Provided by Jeffrey Stark, Graduate Student
Cas Stuy Vancomycin Answrs Provi by Jffry Stark, Grauat Stunt h antibiotic Vancomycin is liminat almost ntirly by glomrular filtration. For a patint with normal rnal function, th half-lif is about 6 hours.
More informationDiscussion 06 Solutions
STAT Discussion Soluions Spring 8. Th wigh of fish in La Paradis follows a normal disribuion wih man of 8. lbs and sandard dviaion of. lbs. a) Wha proporion of fish ar bwn 9 lbs and lbs? æ 9-8. - 8. P
More informationMicroscopic Flow Characteristics Time Headway - Distribution
CE57: Traffic Flow Thory Spring 20 Wk 2 Modling Hadway Disribuion Microscopic Flow Characrisics Tim Hadway - Disribuion Tim Hadway Dfiniion Tim Hadway vrsus Gap Ahmd Abdl-Rahim Civil Enginring Dparmn,
More informationThe Natural Logarithmic Function: Differentiation. The Natural Logarithmic Function
60_00.q //0 :0 PM Pag CHAPTER Logarihmic, Eponnial, an Ohr Transcnnal Funcions Scion. Th Naural Logarihmic Funcion: Diffrniaion Dvlop an us propris of h naural logarihmic funcion. Unrsan h finiion of h
More informationWORKING PAPER SERIES
DEPARTMET OF ECOOMCS UVERSTY OF MLA - BCOCCA WORKG PAPER SERES Euilibrium Conribuions and Locally Enoyd Public Goods Luca Corazzini o. 84 - ovmbr 004 Diparimno di Economia Poliica Univrsià dgli Sudi di
More informationEconomics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 4/25/2011. UW Madison
conomics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 4/25/2011 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 21 1 Th Mdium Run ε = P * P Thr ar wo ways in which
More informationEE 434 Lecture 22. Bipolar Device Models
EE 434 Lcur 22 Bipolar Dvic Modls Quiz 14 Th collcor currn of a BJT was masurd o b 20mA and h bas currn masurd o b 0.1mA. Wha is h fficincy of injcion of lcrons coming from h mir o h collcor? 1 And h numbr
More informationUNSTEADY FLOW OF A FLUID PARTICLE SUSPENSION BETWEEN TWO PARALLEL PLATES SUDDENLY SET IN MOTION WITH SAME SPEED
006-0 Asian Rsarch Publishing work (ARP). All righs rsrvd. USTEADY FLOW OF A FLUID PARTICLE SUSPESIO BETWEE TWO PARALLEL PLATES SUDDELY SET I MOTIO WITH SAME SPEED M. suniha, B. Shankr and G. Shanha 3
More informationVoltage v(z) ~ E(z)D. We can actually get to this wave behavior by using circuit theory, w/o going into details of the EM fields!
Considr a pair of wirs idal wirs ngh >, say, infinily long olag along a cabl can vary! D olag v( E(D W can acually g o his wav bhavior by using circui hory, w/o going ino dails of h EM filds! Thr
More informationPS#4 due today (in class or before 3pm, Rm ) cannot ignore the spatial dimensions
Topic I: Sysms Cll Biology Spaial oscillaion in. coli PS# u oay in class or bfor pm Rm. 68-7 similar o gnic oscillaors s bu now w canno ignor h spaial imnsions biological funcion: rmin h cnr of h cll o
More informationLogistic equation of Human population growth (generalization to the case of reactive environment).
Logisic quaion of Human populaion growh gnralizaion o h cas of raciv nvironmn. Srg V. Ershkov Insiu for Tim aur Exploraions M.V. Lomonosov's Moscow Sa Univrsi Lninski gor - Moscow 999 ussia -mail: srgj-rshkov@andx.ru
More informationElementary Differential Equations and Boundary Value Problems
Elmnar Diffrnial Equaions and Boundar Valu Problms Boc. & DiPrima 9 h Ediion Chapr : Firs Ordr Diffrnial Equaions 00600 คณ ตศาสตร ว ศวกรรม สาขาว ชาว ศวกรรมคอมพ วเตอร ป การศ กษา /55 ผศ.ดร.อร ญญา ผศ.ดร.สมศ
More informationPractice papers A and B, produced by Edexcel in 2009, with mark schemes. Practice Paper A. 5 cosh x 2 sinh x = 11,
Prai paprs A ad B, produd by Edl i 9, wih mark shms Prai Papr A. Fid h valus of for whih 5 osh sih =, givig your aswrs as aural logarihms. (Toal 6 marks) k. A = k, whr k is a ral osa. 9 (a) Fid valus of
More informationEXERCISE - 01 CHECK YOUR GRASP
DIFFERENTIAL EQUATION EXERCISE - CHECK YOUR GRASP 7. m hn D() m m, D () m m. hn givn D () m m D D D + m m m m m m + m m m m + ( m ) (m ) (m ) (m + ) m,, Hnc numbr of valus of mn will b. n ( ) + c sinc
More informationPhys463.nb Conductivity. Another equivalent definition of the Fermi velocity is
39 Anohr quival dfiniion of h Fri vlociy is pf vf (6.4) If h rgy is a quadraic funcion of k H k L, hs wo dfiniions ar idical. If is NOT a quadraic funcion of k (which could happ as will b discussd in h
More informationLaPlace Transform in Circuit Analysis
LaPlac Tranform in Circui Analyi Obciv: Calcula h Laplac ranform of common funcion uing h dfiniion and h Laplac ranform abl Laplac-ranform a circui, including componn wih non-zro iniial condiion. Analyz
More information1 Finite Automata and Regular Expressions
1 Fini Auom nd Rgulr Exprion Moivion: Givn prn (rgulr xprion) for ring rching, w migh wn o convr i ino drminiic fini uomon or nondrminiic fini uomon o mk ring rching mor fficin; drminiic uomon only h o
More informationANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 11
8 Jun ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER SECTION : INCENTIVE COMPATABILITY Exrcis - Educaional Signaling A yp consulan has a marginal produc of m( ) = whr Θ = {,, 3} Typs ar uniformly disribud
More informationLecture 1: Growth and decay of current in RL circuit. Growth of current in LR Circuit. D.K.Pandey
cur : Growh and dcay of currn in circui Growh of currn in Circui us considr an inducor of slf inducanc is conncd o a DC sourc of.m.f. E hrough a rsisr of rsisanc and a ky K in sris. Whn h ky K is swichd
More informationC From Faraday's Law, the induced voltage is, C The effect of electromagnetic induction in the coil itself is called selfinduction.
Inducors and Inducanc C For inducors, v() is proporional o h ra of chang of i(). Inducanc (con d) C Th proporionaliy consan is h inducanc, L, wih unis of Hnris. 1 Hnry = 1 Wb / A or 1 V sc / A. C L dpnds
More informationIntegral representations and new generating functions of Chebyshev polynomials
Inegral represenaions an new generaing funcions of Chebyshev polynomials Clemene Cesarano Faculy of Engineering, Inernaional Telemaic Universiy UNINETTUNO Corso Viorio Emanuele II, 39 186 Roma, Ialy email:
More information( ) ( ) + = ( ) + ( )
Mah 0 Homwork S 6 Soluions 0 oins. ( ps I ll lav i o you vrify ha h omplimnary soluion is : y ( os( sin ( Th guss for h pariular soluion and is drivaivs ar, +. ( os( sin ( ( os( ( sin ( Y ( D 6B os( +
More information2. Transfer function. Kanazawa University Microelectronics Research Lab. Akio Kitagawa
. ransfr funion Kanazawa Univrsiy Mirolronis Rsarh Lab. Akio Kiagawa . Wavforms in mix-signal iruis Configuraion of mix-signal sysm x Digial o Analog Analog o Digial Anialiasing Digial moohing Filr Prossor
More informationDecline Curves. Exponential decline (constant fractional decline) Harmonic decline, and Hyperbolic decline.
Dlin Curvs Dlin Curvs ha lo flow ra vs. im ar h mos ommon ools for forasing roduion and monioring wll rforman in h fild. Ths urvs uikly show by grahi mans whih wlls or filds ar roduing as xd or undr roduing.
More informationMARK SCHEME for the October/November 2014 series 9231 MATHEMATICS. 9231/12 Paper 1, maximum raw mark 100
CAMBRIDGE INTERNATIONAL EXAMINATIONS Cambrig Inrnaional Aanc Ll MARK SCHEME for h Ocobr/Nombr sris 9 MATHEMATICS 9/ Papr, maimum raw mar This mar schm is publish as an ai o achrs an canias, o inica h rquirmns
More informationAsymptotic Solutions of Fifth Order Critically Damped Nonlinear Systems with Pair Wise Equal Eigenvalues and another is Distinct
Qus Journals Journal of Rsarch in Applid Mahmaics Volum ~ Issu (5 pp: -5 ISSN(Onlin : 94-74 ISSN (Prin:94-75 www.usjournals.org Rsarch Papr Asympoic Soluions of Fifh Ordr Criically Dampd Nonlinar Sysms
More informationPart B: Transform Methods. Professor E. Ambikairajah UNSW, Australia
Par B: rasform Mhods Profssor E. Ambikairaah UNSW, Ausralia Chapr : Fourir Rprsaio of Sigal. Fourir Sris. Fourir rasform.3 Ivrs Fourir rasform.4 Propris.4. Frqucy Shif.4. im Shif.4.3 Scalig.4.4 Diffriaio
More informationChapter 3: Fourier Representation of Signals and LTI Systems. Chih-Wei Liu
Chapr 3: Fourir Rprsnaion of Signals and LTI Sysms Chih-Wi Liu Oulin Inroducion Complx Sinusoids and Frquncy Rspons Fourir Rprsnaions for Four Classs of Signals Discr-im Priodic Signals Fourir Sris Coninuous-im
More informationcycle that does not cross any edges (including its own), then it has at least
W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th
More informationMA1506 Tutorial 2 Solutions. Question 1. (1a) 1 ) y x. e x. 1 exp (in general, Integrating factor is. ye dx. So ) (1b) e e. e c.
MA56 utorial Solutions Qustion a Intgrating fator is ln p p in gnral, multipl b p So b ln p p sin his kin is all a Brnoulli quation -- st Sin w fin Y, Y Y, Y Y p Qustion Dfin v / hn our quation is v μ
More informationChapter Three Systems of Linear Differential Equations
Chaper Three Sysems of Linear Differenial Equaions In his chaper we are going o consier sysems of firs orer orinary ifferenial equaions. These are sysems of he form x a x a x a n x n x a x a x a n x n
More informationChemistry 988 Part 1
Chmisry 988 Par 1 Radiaion Dcion & Masurmn Dp. of Chmisry --- Michigan Sa Univ. aional Suprconducing Cycloron Lab DJMorrissy Spring/2oo9 Cours informaion can b found on h wbsi: hp://www.chmisry.msu.du/courss/cm988uclar/indx.hml
More informationOral Language Proficiency. The Critic al Link to Readi ng Comp rehen sion. Grades K 3. Materials designed to explicitly develop oral language!
O R A L L A N G U A G E ~ R E A D I N G & W ri ing Or al La ng ua g Pr of ic i nc y Th Criic al Link o Rai ng Cop rhn sion Why is oral lguag vlopn nial? o r a l l a n g u a g ~ REA D I NG k i s n Oral
More information