Nonabelian Dualization of Plane Wave Backgrounds

Size: px
Start display at page:

Download "Nonabelian Dualization of Plane Wave Backgrounds"

Transcription

1 Journl of Modern Physcs Pulshed Onlne Septemer ( Noneln Dulzton of Plne Wve Bckgrounds Ldslv Hlvtý Mroslv Turek Fculty of Nucler Scences nd Physcl Engneerng Czech Techncl Unversty n Prgue Prgue Czech Repulc Eml: hlvty@fjfcvutcz turekm@kmfjfcvutcz Receved June ; revsed July ; ccepted August ABSTRACT We nvestgte plne-prllel wve metrcs from the pont of vew of ther (Posson-Le) T-dulzlty For tht purpose we reconstruct the metrcs s ckgrounds of nonlner sgm models on Le groups For constructon of dul ckgrounds we use Drnfel d doules otned from the sometry groups of the metrcs We fnd dlton felds tht enle to stsfy the vnshng et equtons for the duls of the homogenous plne-prllel wve metrc Torson potentls or B-felds nvrnt wrt the sometry group of Lochevsk plne wves re otned y the Drnfel d doule constructon We show tht certn knd of plurlty dfferent from the (tomc) Posson-Le T-plurlty my exst n cse tht metrcs dmt severl sometry sugroups hvng the dmenson of the Remnnn mnfold An exmple of tht re two dfferent ckgrounds dul to the homogenous plne-prllel wve metrc eywords: Sgm Model; Strng Dulty; pp-wve Bckground Introducton Sgm models cn serve s models of strng theory n curved nd tme-dependent ckgrounds Soluton of sgm-models n such ckgrounds s often very complcted not to sy mpossle On the other hnd there re mny ckgrounds whose propertes were thoroughly nvestgted nd t s therefore nterestng to fnd f they cn e trnsformed to some others Importnt exmple of such trnsformton s so clled Posson Le T-dulty In ther semnl work [] lmčík nd Šever set condtons for dulzlty of ckgrounds nd gve formuls for ther trnsformton Snce then severl exmples of dulzle sgm models were constructed see eg [- ] Unfortuntely most of the exmples re not physclly nterestng The purpose of ths pper s to show tht physcl ckgrounds tht dmt suffcently lrge group of sometres re nturlly dulzle nd therefore equvlent n sense to some others In ths pper we re gong to nvestgte four-dmensonl plne-prllel wve metrcs [5-8] from ths pont of vew The sc concept used for constructon of dulzle sgm models s Drnfel d doule-le group wth ddtonl structure The Drnfel d doule for sgm model lvng n curved ckground cn sometmes e found from the knowledge of symmetry group of the metrc More precsely n the Drnfel d doule there re two eqully dmensonl sugroups whose Le lgers re sotropc suspces of the Le lger of the Drnfel d doule In cse tht the metrc hs suffcent numer of ndependent llng vectors the sometry group of the metrc (or ts sugroup) cn e tken s one of the sugroups of the Drnfel d doule The other one then must e chosen eln n order to stsfy the condtons of dulzlty Short summry of the dulzton procedure descred eg n [9] s gven n the next secton Elements of Posson-Le T-Dul Sgm-Models Let G e Le group nd ts Le lger Sgm model on the group G s gven y the clsscl cton SF d F where F s second order tensor feld on the Le group G The functons : R R dm G re de- termned y the composton x g where g : R g G nd x : Ug R re components of coordnte mp of neghorhood U of element g g G Equvlently the cton cn e expressed s where R : SF g d xr g E g R g re rght-nvrnt felds R g gg T The reltonshp etween E nd F s gven y the formul F x e g x E gxe gx () where () () e g x re the components of rght nvrnt Copyrght ScRes

2 L HLAVATÝ M TURE 89 forms dgg The equtons of moton de- e rved from the cton () hve the followng form () where re components of the Lev-Cvt connecton ssocted wth the second order tensor feld F Ths tensor feld s composton of the metrc ( symmetrc prt) nd the torson potentl (n ntsymmetrc prt) The condton of dulzlty of sgm-models on the level of the Lgrngn s gven y the formul [] jk F v c v F (5) v F j k jk where c re structure coeffcents of the dul lger nd v re left-nvrnt felds on the Le group G The lgers nd then defne the Drnfel d doule tht enles to construct tensor F stsfyng (5) The Drnfel d Doule nd Posson-Le T-Dulty As mentoned n the Introducton the Drnfel d doule D s defned s connected Le group whose Le lger cn e decomposed nto pr of sulgers mxmlly sotropc wth respect to symmetrc d-nvrnt nondegenrte lner form on Under the condton (5) the feld Equtons () for the -model cn e rewrtten s equton for the mppng l from the world-sheet R nto the Drnfel d doule D where suspces l l (6) spn T E e Tj j spn T E e T j re orthogonl wrt nd spn the whole Le lger T T re the j ses of nd Due to Drnfel d there exsts unque decomposton (t lest n the vcnty of the unt element of D) of n rtrry element l of D s product of elements from nd The solutons of Equton (6) nd soluton x g of the Equton () re relted y l g h D (7) where g G h G fulfl the equtons hh gg E (8) c c c gd g c gd g hh gg E (9) The mtrx E g of the dulzle -model s of the form E g E g () where E s constnt mtrx formul g g g t g g s gven y the () g nd mtrces g d g re gven y the djont representton of the Le sugroup G on the Le lger of the Drnfel d doule n the ss T T Ad g t g g dg Let us note tht E s the vlue of E g e G e j () n the unt of the group ecuse e The dul model cn e otn y the exchnge G G g g E E () Solutons of the equtons of moton of dul models re mutully ssocted y the relton l g h () g h Posson-Le T-Plurlty Generlly more thn two decompostons (Mnn trples) of Le lger of the Drnfel d doule cn exst Ths posslty leds to Posson-Le T-plurlty Let ˆ s nother decomposton of the Drnfel d lger nto pr of mxml sotropc sulgers Then the Posson-Le T-plurl sgm model s gven y the followng formuls [] ˆ g g g Eˆ gˆ Eˆ ˆ gˆ ˆ ˆ ˆ ˆ ˆ E R Q E S Eˆ (5) (6) where the mtrces QR S determne the reltonshp etween the ses of the pproprte decompostons nd ˆ T QTˆ T (7) R S T The reltonshp etween the clsscl solutons of the two Posson-Le T-plurl sgm-models s gven y posslty of two decompostons of the element l D s The superscrpt t mens trnsposton of the mtrx ˆ Two decompostons lwys exst Copyrght ScRes

3 9 L HLAVATÝ M TURE l h g gˆ h The Posson-Le T-dulty s then specl cse of Posson-Le T-plurlty for S Q R j x x du d x (8) Homogenous Plne Wve Metrcs Homogenous plne wve s generlly defned y the metrc of the followng form [56] ds dud A u u (9) where dx s the stndrd metrcs on Euclden spce d d E nd x E The form of ths metrc seems to e smple ut explct constructon of sgm models cn e very complcted Therefore we hve focused on the specl cse of sotropc homogenous plne wve metrc A u ds dud u x du d x Metrc () hs numer of symmetres mportnt for the constructon of the dulzle sgm models It dmts the followng llng vectors T X ux () R x x where u stsfes u j j () () The llng vectors R re genertors of orthogonl d rottons n E For specl choce of k u k const () u there re further sometres relted to the sclng of the lght-cone coordntes u u () The specfc form of enles us to clculte the functon u explctly The llng vectors of the k metrc () for u re u T X u u x X u u x (5) D uu R x x j j where D s the genertor ssocted wth the sclng symmetry nd k In the followng we shll nvestgte the cse d It mens tht the metrc tensor n coordntes u x y reds k x y u G u x y (6) Ths metrc s not flt ut ts Gussn curvture vnshes Note tht t hs sngulrty n u It does not stsfy the Ensten equtons ut the conforml nvrnce condtons equtons for vnshng of the -functon mn R j HmnH j k k H H k k Rk k HkmnH k k kmn (7) (8) (9) where the covrnt dervtves k Rcc tensor R nd Guss curvture R re clculted from the metrc G tht s lso used for lowerng nd rsng ndces Torson H n ths cse vnshes nd dlton feld s [5] cu lnu () The metrc (6) dmts the followng llng vectors u x u x u y u y u x u x () 5 u y u y 6 uu x y 7 y x One cn esly check tht the Le lger spnned y these vectors s the semdrect sum where Spn6 7 nd del Spn 5 The lger s eln nd ts genertors cn e nterpreted s dlton n u nd rotton n x y Genertors of the lger commute s two-dmensonl Hesenerg lger wth the center Constructon of Dul Metrcs As explned n Secton dulzle metrc cn e con- If e k then 5 Copyrght ScRes

4 L HLAVATÝ M TURE 9 structed y vrtue of Drnfel d doule For ths gol the Le lger of the Drnfel d doule cn e composed from the four-dmensonl Le sulger somorphc to the four-dmensonl sulger of llng vectors nd four-dmensonl Aeln lger Moreover the four-dmensonl sugroup of sometres must ct freely nd trnstvely [] on the Remnnn mnfold M where the metrc ( ) s defned so tht M G Usng the method descred n [] for semsmple lgers we fnd tht up to the trnsformton e k k there re sx clsses of four-dmensonl sulgers of the sometry lger of the homogeneous plne wve metrc somorphc to 5 Spn 7 Spn 6 7 Spn 6 Spn 5 6 Spn where re rtrry prmeters Infntesml form of trnstvty condton cn e formulted s requrement tht four ndependent llng vectors cn e tken s ss vectors of four-dmensonl vector dstruton n M In other words these llng vectors must form ss of tngent spce n every pont of M It mens tht n every pont of M there s n nvertle mtrx A u x y tht solves the equton A u x y X 6 7 () where u x y nd X form ss of the sulger Infntesml form of requrement tht the cton of the sometry sugroup s free sys tht f n ny pont of M there s vector of the correspondng Le sulger such tht ts cton on the pont vnshes then t must e null vector By nspecton we cn fnd tht the only four-dmensonl sulgers tht generte trnstve ctons on M re somorphc to Spn 6 7 or Spn 5 6 Ther non-vnshng commutton reltons re () nd It s esy to see tht the Equton (5) s then fulflled () respectvely where nd re rel prmeters One cn lso check tht the cton of oth correspondng groups of sometres s free In the followng we shll fnd metrc dul to (6) tht follows from ts Drnfel d doule descrpton where s somorphc ether to lger spnned y 6 7 or y 5 6 Let us strt wth constructon of the Drnfel d doule followng from the lger somorphc to () nd dul Aeln lger Assume tht the Le lger s spnned y elements X X X X wth commutton reltons X X X X XX X (5) X X X X where nd re rtrry rel prmeters The ss of left-nvrnt vector felds of the group generted y s x e x x x e cos x e sn x x x (6) x x sn e x e cos x x x x where x x x x rmetrzton g e e e e re group coordntes used n p- xx xx xx xx (7) To e le to otn the metrc (6) y the Drnfel d doule constructon frst we hve to trnsform t nto the group coordntes Trnsformton etween group coordntes x x x x nd geometrcl coordntes u x y s x u e x x xx e x xcos x x x y x cos x x sn x sn (8) It converts the llng vectors 6 7 nto the left-nvrnt vector felds (6) nd the metrc (6) nto the form Copyrght ScRes

5 9 L HLAVATÝ M TURE F x x x x x x xx x x x x x x x (9) tht s otnle y () nd () To get the mtrx E necessry for constructon of the dul model we note tht t s gven y the vlue of E g n the unt of the group e y vlue of F for x x x x E () The dul tensor on the Aeln group G constructed y the procedure explned n the Secton nmely y usng () () nd () s F x x x x x x x x x x x x x x x x x x () One cn B see tht the dul tensor hs lso ntsymmetrc prt ( -feld or torson potentl) B F F j () nd ts torson H db s H dxdx dx x () The Guss curvture of ts symmetrc prt vnshes ut the Rcc tensor s nontrvl Dul metrc tht s symmetrc prt of () does not solve the Ensten equtons ether ut gn we cn stsfy conforml nvrnce condtons (7)-(9) y the dlton feld x Cln ln x () x If we use the sulger of sometres spnned y 5 6 nsted of tht spnned y 6 7 then the trnsformton etween group coordntes x x x x nd geometrcl coordntes u x y s x u e x x x x e x x y x x (5) the mtrx E gets gn the form () nd we get nother tensor dul to (6) F x x x x x x x x x x x x x x (6) Even though t s not symmetrc ts torson s zero It stsfes the conforml nvrnce condtons (7)-(9) wth the dlton feld x Cln ln x x (7) Lochevsky Plne Wves Another type of metrcs tht hve rther lrge group of sometres re so clled Lochevsky plne wves [78] They re of generl form G u x y Hu x y x x x x x (8) They stsfy Ensten equton wth cosmologcl con- stnt ff Copyrght ScRes

6 L HLAVATÝ M TURE 9 y x x x Hu x y Hu x y H u x y (9) The Guss curvture of ths metrc s For specl forms of functon H the metrc (8) dmts vrous sets of llng vectors All of them re sulgers of vector spce spnned y I II u u III u IV (5) y V y u y VI u x y u x y VIII u x y ux uy u x y A t surprsngly ll these seven ndependent vector felds found n [7] form Le lger even though they re not llng vectors of the sme metrcs (t depends on the form of H uxy ) We re nterested n metrcs tht dmt t lest four ndependent llng vectors ecuse they cn e nterpreted s dulzle ckgrounds for sgm models n four dmensons As mentoned n the Secton for constructon of dulzle metrcs we need four-dmensonl sulger of llng vectors tht genertes group of sometres tht cts freely nd trnstvely on the four-dmensonl Remnnn mnfolds Here we shll nvestgte metrcs of the form (8) where tht H x e x x G u x y x (5) x x It solves the Ensten equton wth the cosmologcl constnt for [] Constructon of the Dul Metrc The metrc (5) hs fve-dmensonl Le group of sometres generted y the llng vectors I II III IV V VI Ther nonzero commuttors red III V IV IV V I IV VI IV I VI I III VI III V VI V (5) Four-dmensonl sulgers of the Le lger (5) for generc re somorphc to one of the followng lgers: Spn I III IV VI V Spn I III IV V Spn I IV V I II VI It s esy to check tht the only sulger of these tht stsfy the condton of trnstvty () n every pont of M s the frst one Its cton s free on M s well so tht we cn use t for dulzton of the metrc (5) In the followng we shll consder the cse ecuse do not rng nythng qulttvely dfferent It mens tht for dulzton we shll use the lger spnned y I III IV VI wth nonzero commutton reltons I VI I III VI III IV VI IV (5) The correspondng Drnfel d doule s generted y the lger defned y the commutton reltons (5) nd four-dmensonl Aeln lger The ss of leftnvrnt vector felds of the group generted y x x x e e e x x x x s (5) where x x x x re group coordntes used n prmetrzton xx xx xx xx g x x x x e e e e nd X X X X re genertors of stsfyng X X X X X X X X X (55) Trnsformton etween group coordntes nd coordntes u x y of the Lochevsky mnfold s y x x x ux x x lnx x (56) Ths trnsformton converts the llng vectors I III IV VI nto the left-nvrnt vector felds (5) nd the metrc (5) nto Copyrght ScRes

7 9 L HLAVATÝ M TURE F x x x x x x x x x x x x x x xx The vlue of ths metrc for x x x x e n the unt of the group gves the mtrx E (57) Hvng ths mtrx we cn construct the dul tensor It s gn otned usng () () nd () nd hs the form 6 x x x x x x x x x x x x( ) F x x x x x x x 6 6 x ( x x ) x x x x x x x( ) x x x x x x x x x x x Ths tensor hs nonzero nd nonconstnt Guss curv re nd torson tu B-Feld The Drnfel d doule constructon enles to dd the B- feld (torson potentl) to the metrc so tht the resultng tensor G G B s nvrnt wth respect to the sme sometry group s the metrc tself Nmely chngng E to 5 5 Other ntsymmetrc elements do not chnge torson E (58) nd pplyng the formul () () we get covrnt tensor tht fter the trnsformton (56) cqures the form Copyrght ScRes

8 L HLAVATÝ M TURE 95 G u x y x x x x x x x x x (59) Its symmetrc prt s the metrc (5) Ths tensor s gn nvrnt wth respect to the sometry group generted y I III IV VI For the nvrnt group cn e extended y the genertor V Torson H db otned from the ntsymmetrc prt of G s H duddydudxdy (6) ddxdy As the tensor (59) ws otned y the Drnfel d doule constructon t s possle to dulze t ut the result s too extensve to dsply 5 Conclusons Isometry groups of metrcs cn e used for constructon of ther (no neln) T-dul ckgrounds Suffcent condton for tht s tht the metrc hve n sometry sugroup whose dmenson s equl to the dmenson of the Remnnn mnfold nd ts cton on the mnfold s trnstve nd free We hve shown tht for the plne wve metrcs (6) nd (5) such sometry sugroups exst nd the metrcs cn e dulzed y the Posson-Le T-dulty trnsformton We hve determned th e metrcs nd B-felds dul to the plne wves For homogeneous plne wves (6) we hve lso found the dlton feld tht gurntees conforml nvrnce of the dul metrc Metrcs tht possess sometry group whose dmenson s greter thn the dmenson of the Remnnn mnfold my hve severl duls More precsely f the metrc dmts vrous sometry sugroups wth ove gven propertes then we cn construct severl ckgrounds dul to the metrc Ths phenomenon s nother knd of plurlty of sgm models dfferent from the Posson-Le T-plurlty descred n the Secton An exmple of ths type of plurlty s provded y the plne wve metrc (6) wth sometry sugroups generted y llng vectors 6 7 or y 5 6 (see () producng two dul ckgrounds () nd (6)) To decde f ths plurlty s dfferent from the Posson-Le T-plurlty one hs to check whether the eght-dmensonl Drnfel d doule s gener- ted y the four-dmensonl eln lger nd lgers spnned y 6 7 or 5 6 re somorphc y trnsformton tht leve the constnt mtrx () nvrnt Ths s however very dffcult tsk tht mght e nvestgted n the future 6 Acknowledgements Ths work ws supported y the reserch pln LC57 of the Mnstry of Educton of the Czech Repulc Consultton wth P Wnterntz nd L Šnol on clssfcton of sulgers re grtefully cknowledged REFERENCES [] C lmčík nd P Šever Dul Non-Aeln Dulty nd the Drnfeld Doule Physcs Letters B 995 pp 55-6 [] M A Lledo nd V S Vrdrjn SU() Posson-Le T-Dulty Letters n Mthemtcl Physcs Vol 5 No 998 pp 7-57 do:/a: [] Sfetsos Posson-Le T-Dulty eyond the Clsscl Level nd the Renormlzton Group Physcs Letters B Vol No pp do:6/s7-69(98)666- [] L Hlvtý nd L Šnol Posson-Le T-Plurlty of Three- Dmensonl Conformlly Invrnt Sgm Models II: Nondgonl Metrcs nd Dltonpuzzle Journl of Hgh Energy Physcs No [5] G Ppdopoulos J G Russo nd A A Tseytln Solvle Model of Strngs n Tme-Dependent Plne-Wve Bckground Clsscl nd Quntum Grvty pp [hep-th/89] [6] M Blu nd M O Loughln Homogeneous Plne Wves Nucler Physcs B Vol 65 No - pp 5-76 do:6/s55-()55-5 [7] S T C Sklos Lotchewsk Plne Grvttonl Wves n Glxes Axsymmetrc Systems nd Reltvty M A H McCllum Ed Cmrdge Unversty Press Cmrdge 985 p 7 [8] J Podolský Interpretton of the Sklos Solutons s Exct Grvttonl Wves n the Ant-De Stter Unverse Clsscl nd Quntum Grvty Vol 5 No 998 pp 79-7 do:88/6-98/5//9 [9] C lmčk Posson-Le T-Dulty Nucler Physcs A 996 pp 6- [hepth95995] [] R von Unge Posson-Le T-Plurlty Journl of Hgh Energy Physcs [hepth55] [] J Pter P Wnterntz nd H Zssenhus Contnuous Sugroups of the Fundmentl Groups of Physcs I Generl Method nd the Poncré Group Journl of Mthemtcl Physcs Vol 6 No pp [] V R gorodov Ensten Spces of Mxmum Molty Sovet Physcs Dokldy Vol 7 96 p 89 Copyrght ScRes

Rank One Update And the Google Matrix by Al Bernstein Signal Science, LLC

Rank One Update And the Google Matrix by Al Bernstein Signal Science, LLC Introducton Rnk One Updte And the Google Mtrx y Al Bernsten Sgnl Scence, LLC www.sgnlscence.net here re two dfferent wys to perform mtrx multplctons. he frst uses dot product formulton nd the second uses

More information

Multiple view geometry

Multiple view geometry EECS 442 Computer vson Multple vew geometry Perspectve Structure from Moton - Perspectve structure from moton prolem - mgutes - lgerc methods - Fctorzton methods - Bundle djustment - Self-clrton Redng:

More information

International Journal of Pure and Applied Sciences and Technology

International Journal of Pure and Applied Sciences and Technology Int. J. Pure Appl. Sc. Technol., () (), pp. 44-49 Interntonl Journl of Pure nd Appled Scences nd Technolog ISSN 9-67 Avlle onlne t www.jopst.n Reserch Pper Numercl Soluton for Non-Lner Fredholm Integrl

More information

Least squares. Václav Hlaváč. Czech Technical University in Prague

Least squares. Václav Hlaváč. Czech Technical University in Prague Lest squres Václv Hlváč Czech echncl Unversty n Prgue hlvc@fel.cvut.cz http://cmp.felk.cvut.cz/~hlvc Courtesy: Fred Pghn nd J.P. Lews, SIGGRAPH 2007 Course; Outlne 2 Lner regresson Geometry of lest-squres

More information

Strong Gravity and the BKL Conjecture

Strong Gravity and the BKL Conjecture Introducton Strong Grvty nd the BKL Conecture Dvd Slon Penn Stte October 16, 2007 Dvd Slon Strong Grvty nd the BKL Conecture Introducton Outlne The BKL Conecture Ashtekr Vrbles Ksner Sngulrty 1 Introducton

More information

Review of linear algebra. Nuno Vasconcelos UCSD

Review of linear algebra. Nuno Vasconcelos UCSD Revew of lner lgebr Nuno Vsconcelos UCSD Vector spces Defnton: vector spce s set H where ddton nd sclr multplcton re defned nd stsf: ) +( + ) (+ )+ 5) λ H 2) + + H 6) 3) H, + 7) λ(λ ) (λλ ) 4) H, - + 8)

More information

UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS. M.Sc. in Economics MICROECONOMIC THEORY I. Problem Set II

UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS. M.Sc. in Economics MICROECONOMIC THEORY I. Problem Set II Mcroeconomc Theory I UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS MSc n Economcs MICROECONOMIC THEORY I Techng: A Lptns (Note: The number of ndctes exercse s dffculty level) ()True or flse? If V( y )

More information

perturbation theory and its applications

perturbation theory and its applications Second-order order guge-nvrnt perturton theory nd ts pplctons (Short revew of my poster presentton) Some detls cn e seen n my poster Kouj Nkmur (Grd. Unv. Adv. Stud. (NAOJ)) References : K.N. Prog. Theor.

More information

DCDM BUSINESS SCHOOL NUMERICAL METHODS (COS 233-8) Solutions to Assignment 3. x f(x)

DCDM BUSINESS SCHOOL NUMERICAL METHODS (COS 233-8) Solutions to Assignment 3. x f(x) DCDM BUSINESS SCHOOL NUMEICAL METHODS (COS -8) Solutons to Assgnment Queston Consder the followng dt: 5 f() 8 7 5 () Set up dfference tble through fourth dfferences. (b) Wht s the mnmum degree tht n nterpoltng

More information

Variable time amplitude amplification and quantum algorithms for linear algebra. Andris Ambainis University of Latvia

Variable time amplitude amplification and quantum algorithms for linear algebra. Andris Ambainis University of Latvia Vrble tme mpltude mplfcton nd quntum lgorthms for lner lgebr Andrs Ambns Unversty of Ltv Tlk outlne. ew verson of mpltude mplfcton;. Quntum lgorthm for testng f A s sngulr; 3. Quntum lgorthm for solvng

More information

FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS

FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS Dol Bgyoko (0 FUNDAMENTALS ON ALGEBRA MATRICES AND DETERMINANTS Introducton Expressons of the form P(x o + x + x + + n x n re clled polynomls The coeffcents o,, n re ndependent of x nd the exponents 0,,,

More information

COMPLEX NUMBERS INDEX

COMPLEX NUMBERS INDEX COMPLEX NUMBERS INDEX. The hstory of the complex numers;. The mgnry unt I ;. The Algerc form;. The Guss plne; 5. The trgonometrc form;. The exponentl form; 7. The pplctons of the complex numers. School

More information

Lecture 4: Piecewise Cubic Interpolation

Lecture 4: Piecewise Cubic Interpolation Lecture notes on Vrtonl nd Approxmte Methods n Appled Mthemtcs - A Perce UBC Lecture 4: Pecewse Cubc Interpolton Compled 6 August 7 In ths lecture we consder pecewse cubc nterpolton n whch cubc polynoml

More information

Principle Component Analysis

Principle Component Analysis Prncple Component Anlyss Jng Go SUNY Bufflo Why Dmensonlty Reducton? We hve too mny dmensons o reson bout or obtn nsghts from o vsulze oo much nose n the dt Need to reduce them to smller set of fctors

More information

Effects of polarization on the reflected wave

Effects of polarization on the reflected wave Lecture Notes. L Ros PPLIED OPTICS Effects of polrzton on the reflected wve Ref: The Feynmn Lectures on Physcs, Vol-I, Secton 33-6 Plne of ncdence Z Plne of nterfce Fg. 1 Y Y r 1 Glss r 1 Glss Fg. Reflecton

More information

4. Eccentric axial loading, cross-section core

4. Eccentric axial loading, cross-section core . Eccentrc xl lodng, cross-secton core Introducton We re strtng to consder more generl cse when the xl force nd bxl bendng ct smultneousl n the cross-secton of the br. B vrtue of Snt-Vennt s prncple we

More information

Jens Siebel (University of Applied Sciences Kaiserslautern) An Interactive Introduction to Complex Numbers

Jens Siebel (University of Applied Sciences Kaiserslautern) An Interactive Introduction to Complex Numbers Jens Sebel (Unversty of Appled Scences Kserslutern) An Interctve Introducton to Complex Numbers 1. Introducton We know tht some polynoml equtons do not hve ny solutons on R/. Exmple 1.1: Solve x + 1= for

More information

CENTROID (AĞIRLIK MERKEZİ )

CENTROID (AĞIRLIK MERKEZİ ) CENTOD (ĞLK MEKEZİ ) centrod s geometrcl concept rsng from prllel forces. Tus, onl prllel forces possess centrod. Centrod s tougt of s te pont were te wole wegt of pscl od or sstem of prtcles s lumped.

More information

Magnetized Dust Fluid Tilted Universe for Perfect. Fluid Distribution in General Relativity

Magnetized Dust Fluid Tilted Universe for Perfect. Fluid Distribution in General Relativity Adv. Studes Theor. Phys., Vol., 008, no. 7, 87-8 Mgnetzed Dust Flud Tlted Unverse for Perfect Flud Dstruton n Generl Reltvty Ghnshym Sngh Rthore Deprtment of Mthemtcs nd Sttstcs, Unversty ollege of Scence,

More information

Two Coefficients of the Dyson Product

Two Coefficients of the Dyson Product Two Coeffcents of the Dyson Product rxv:07.460v mth.co 7 Nov 007 Lun Lv, Guoce Xn, nd Yue Zhou 3,,3 Center for Combntorcs, LPMC TJKLC Nnk Unversty, Tnjn 30007, P.R. Chn lvlun@cfc.nnk.edu.cn gn@nnk.edu.cn

More information

Math 497C Sep 17, Curves and Surfaces Fall 2004, PSU

Math 497C Sep 17, Curves and Surfaces Fall 2004, PSU Mth 497C Sep 17, 004 1 Curves nd Surfces Fll 004, PSU Lecture Notes 3 1.8 The generl defnton of curvture; Fox-Mlnor s Theorem Let α: [, b] R n be curve nd P = {t 0,...,t n } be prtton of [, b], then the

More information

LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN FRACTAL HEAT TRANSFER

LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN FRACTAL HEAT TRANSFER Yn, S.-P.: Locl Frctonl Lplce Seres Expnson Method for Dffuson THERMAL SCIENCE, Yer 25, Vol. 9, Suppl., pp. S3-S35 S3 LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN

More information

Introduction to Numerical Integration Part II

Introduction to Numerical Integration Part II Introducton to umercl Integrton Prt II CS 75/Mth 75 Brn T. Smth, UM, CS Dept. Sprng, 998 4/9/998 qud_ Intro to Gussn Qudrture s eore, the generl tretment chnges the ntegrton prolem to ndng the ntegrl w

More information

Symmetries and Conservation Laws in Classical Mechanics

Symmetries and Conservation Laws in Classical Mechanics Symmetres nd Conservton Lws n Clsscl Mechncs Wllm Andrew Astll September 30, 0 Abstrct Ths pper wll provde detled explorton nd explnton of symmetres n clsscl mechncs nd how these symmetres relte to conservton

More information

Announcements. Image Formation: Outline. The course. Image Formation and Cameras (cont.)

Announcements. Image Formation: Outline. The course. Image Formation and Cameras (cont.) nnouncements Imge Formton nd Cmers (cont.) ssgnment : Cmer & Lenses, gd Trnsformtons, nd Homogrph wll be posted lter tod. CSE 5 Lecture 5 CS5, Fll CS5, Fll CS5, Fll The course rt : The phscs of mgng rt

More information

The Schur-Cohn Algorithm

The Schur-Cohn Algorithm Modelng, Estmton nd Otml Flterng n Sgnl Processng Mohmed Njm Coyrght 8, ISTE Ltd. Aendx F The Schur-Cohn Algorthm In ths endx, our m s to resent the Schur-Cohn lgorthm [] whch s often used s crteron for

More information

Sequences of Intuitionistic Fuzzy Soft G-Modules

Sequences of Intuitionistic Fuzzy Soft G-Modules Interntonl Mthemtcl Forum, Vol 13, 2018, no 12, 537-546 HIKARI Ltd, wwwm-hkrcom https://doorg/1012988/mf201881058 Sequences of Intutonstc Fuzzy Soft G-Modules Velyev Kemle nd Huseynov Afq Bku Stte Unversty,

More information

Tilted Plane Symmetric Magnetized Cosmological Models

Tilted Plane Symmetric Magnetized Cosmological Models Tlted Plne Symmetrc Mgnetzed Cosmologcl Models D. D. Pwr # *, V. J. Dgwl @ & Y. S. Solnke & # School of Mthemtcl Scences, Swm Rmnnd Teerth Mrthwd Unversty, Vshnupur, Nnded-0, (Ind) @ Dept. of Mthemtcs,

More information

INTRODUCTION TO COMPLEX NUMBERS

INTRODUCTION TO COMPLEX NUMBERS INTRODUCTION TO COMPLEX NUMBERS The numers -4, -3, -, -1, 0, 1,, 3, 4 represent the negtve nd postve rel numers termed ntegers. As one frst lerns n mddle school they cn e thought of s unt dstnce spced

More information

VECTORS VECTORS VECTORS VECTORS. 2. Vector Representation. 1. Definition. 3. Types of Vectors. 5. Vector Operations I. 4. Equal and Opposite Vectors

VECTORS VECTORS VECTORS VECTORS. 2. Vector Representation. 1. Definition. 3. Types of Vectors. 5. Vector Operations I. 4. Equal and Opposite Vectors 1. Defnton A vetor s n entt tht m represent phsl quntt tht hs mgntude nd dreton s opposed to slr tht ls dreton.. Vetor Representton A vetor n e represented grphll n rrow. The length of the rrow s the mgntude

More information

Many-Body Calculations of the Isotope Shift

Many-Body Calculations of the Isotope Shift Mny-Body Clcultons of the Isotope Shft W. R. Johnson Mrch 11, 1 1 Introducton Atomc energy levels re commonly evluted ssumng tht the nucler mss s nfnte. In ths report, we consder correctons to tomc levels

More information

VECTORS AND TENSORS IV.1.1. INTRODUCTION

VECTORS AND TENSORS IV.1.1. INTRODUCTION Chpter IV Vector nd Tensor Anlyss IV. Vectors nd Tensors Septemer 5, 08 05 IV. VECTORS AND TENSORS IV... INTRODUCTION In mthemtcs nd mechncs, we he to operte wth qunttes whch requre dfferent mthemtcl ojects

More information

Partially Observable Systems. 1 Partially Observable Markov Decision Process (POMDP) Formalism

Partially Observable Systems. 1 Partially Observable Markov Decision Process (POMDP) Formalism CS294-40 Lernng for Rootcs nd Control Lecture 10-9/30/2008 Lecturer: Peter Aeel Prtlly Oservle Systems Scre: Dvd Nchum Lecture outlne POMDP formlsm Pont-sed vlue terton Glol methods: polytree, enumerton,

More information

The Study of Lawson Criterion in Fusion Systems for the

The Study of Lawson Criterion in Fusion Systems for the Interntonl Archve of Appled Scences nd Technology Int. Arch. App. Sc. Technol; Vol 6 [] Mrch : -6 Socety of ducton, Ind [ISO9: 8 ertfed Orgnzton] www.soeg.co/st.html OD: IAASA IAAST OLI ISS - 6 PRIT ISS

More information

COMPLEX NUMBER & QUADRATIC EQUATION

COMPLEX NUMBER & QUADRATIC EQUATION MCQ COMPLEX NUMBER & QUADRATIC EQUATION Syllus : Comple numers s ordered prs of rels, Representton of comple numers n the form + nd ther representton n plne, Argnd dgrm, lger of comple numers, modulus

More information

Research Article On the Upper Bounds of Eigenvalues for a Class of Systems of Ordinary Differential Equations with Higher Order

Research Article On the Upper Bounds of Eigenvalues for a Class of Systems of Ordinary Differential Equations with Higher Order Hndw Publshng Corporton Interntonl Journl of Dfferentl Equtons Volume 0, Artcle ID 7703, pges do:055/0/7703 Reserch Artcle On the Upper Bounds of Egenvlues for Clss of Systems of Ordnry Dfferentl Equtons

More information

2.12 Pull Back, Push Forward and Lie Time Derivatives

2.12 Pull Back, Push Forward and Lie Time Derivatives Secton 2.2 2.2 Pull Bck Push Forwrd nd e me Dertes hs secton s n the mn concerned wth the follown ssue: n oserer ttched to fxed sy Crtesn coordnte system wll see mterl moe nd deform oer tme nd wll osere

More information

Electrochemical Thermodynamics. Interfaces and Energy Conversion

Electrochemical Thermodynamics. Interfaces and Energy Conversion CHE465/865, 2006-3, Lecture 6, 18 th Sep., 2006 Electrochemcl Thermodynmcs Interfces nd Energy Converson Where does the energy contrbuton F zϕ dn come from? Frst lw of thermodynmcs (conservton of energy):

More information

7.2 Volume. A cross section is the shape we get when cutting straight through an object.

7.2 Volume. A cross section is the shape we get when cutting straight through an object. 7. Volume Let s revew the volume of smple sold, cylnder frst. Cylnder s volume=se re heght. As llustrted n Fgure (). Fgure ( nd (c) re specl cylnders. Fgure () s rght crculr cylnder. Fgure (c) s ox. A

More information

The Number of Rows which Equal Certain Row

The Number of Rows which Equal Certain Row Interntonl Journl of Algebr, Vol 5, 011, no 30, 1481-1488 he Number of Rows whch Equl Certn Row Ahmd Hbl Deprtment of mthemtcs Fcult of Scences Dmscus unverst Dmscus, Sr hblhmd1@gmlcom Abstrct Let be X

More information

CISE 301: Numerical Methods Lecture 5, Topic 4 Least Squares, Curve Fitting

CISE 301: Numerical Methods Lecture 5, Topic 4 Least Squares, Curve Fitting CISE 3: umercl Methods Lecture 5 Topc 4 Lest Squres Curve Fttng Dr. Amr Khouh Term Red Chpter 7 of the tetoo c Khouh CISE3_Topc4_Lest Squre Motvton Gven set of epermentl dt 3 5. 5.9 6.3 The reltonshp etween

More information

Things to Memorize: A Partial List. January 27, 2017

Things to Memorize: A Partial List. January 27, 2017 Things to Memorize: A Prtil List Jnury 27, 2017 Chpter 2 Vectors - Bsic Fcts A vector hs mgnitude (lso clled size/length/norm) nd direction. It does not hve fixed position, so the sme vector cn e moved

More information

6 Roots of Equations: Open Methods

6 Roots of Equations: Open Methods HK Km Slghtly modfed 3//9, /8/6 Frstly wrtten t Mrch 5 6 Roots of Equtons: Open Methods Smple Fed-Pont Iterton Newton-Rphson Secnt Methods MATLAB Functon: fzero Polynomls Cse Study: Ppe Frcton Brcketng

More information

523 P a g e. is measured through p. should be slower for lesser values of p and faster for greater values of p. If we set p*

523 P a g e. is measured through p. should be slower for lesser values of p and faster for greater values of p. If we set p* R. Smpth Kumr, R. Kruthk, R. Rdhkrshnn / Interntonl Journl of Engneerng Reserch nd Applctons (IJERA) ISSN: 48-96 www.jer.com Vol., Issue 4, July-August 0, pp.5-58 Constructon Of Mxed Smplng Plns Indexed

More information

Bases for Vector Spaces

Bases for Vector Spaces Bses for Vector Spces 2-26-25 A set is independent if, roughly speking, there is no redundncy in the set: You cn t uild ny vector in the set s liner comintion of the others A set spns if you cn uild everything

More information

GAUSS ELIMINATION. Consider the following system of algebraic linear equations

GAUSS ELIMINATION. Consider the following system of algebraic linear equations Numercl Anlyss for Engneers Germn Jordnn Unversty GAUSS ELIMINATION Consder the followng system of lgebrc lner equtons To solve the bove system usng clsscl methods, equton () s subtrcted from equton ()

More information

Proof that if Voting is Perfect in One Dimension, then the First. Eigenvector Extracted from the Double-Centered Transformed

Proof that if Voting is Perfect in One Dimension, then the First. Eigenvector Extracted from the Double-Centered Transformed Proof tht f Votng s Perfect n One Dmenson, then the Frst Egenvector Extrcted from the Doule-Centered Trnsformed Agreement Score Mtrx hs the Sme Rn Orderng s the True Dt Keth T Poole Unversty of Houston

More information

Haddow s Experiment:

Haddow s Experiment: schemtc drwng of Hddow's expermentl set-up movng pston non-contctng moton sensor bems of sprng steel poston vres to djust frequences blocks of sold steel shker Hddow s Experment: terr frm Theoretcl nd

More information

FINITE NEUTROSOPHIC COMPLEX NUMBERS. W. B. Vasantha Kandasamy Florentin Smarandache

FINITE NEUTROSOPHIC COMPLEX NUMBERS. W. B. Vasantha Kandasamy Florentin Smarandache INITE NEUTROSOPHIC COMPLEX NUMBERS W. B. Vsnth Kndsmy lorentn Smrndche ZIP PUBLISHING Oho 11 Ths book cn be ordered from: Zp Publshng 1313 Chespeke Ave. Columbus, Oho 31, USA Toll ree: (61) 85-71 E-ml:

More information

A Family of Multivariate Abel Series Distributions. of Order k

A Family of Multivariate Abel Series Distributions. of Order k Appled Mthemtcl Scences, Vol. 2, 2008, no. 45, 2239-2246 A Fmly of Multvrte Abel Seres Dstrbutons of Order k Rupk Gupt & Kshore K. Ds 2 Fculty of Scence & Technology, The Icf Unversty, Agrtl, Trpur, Ind

More information

( dg. ) 2 dt. + dt. dt j + dh. + dt. r(t) dt. Comparing this equation with the one listed above for the length of see that

( dg. ) 2 dt. + dt. dt j + dh. + dt. r(t) dt. Comparing this equation with the one listed above for the length of see that Arc Length of Curves in Three Dimensionl Spce If the vector function r(t) f(t) i + g(t) j + h(t) k trces out the curve C s t vries, we cn mesure distnces long C using formul nerly identicl to one tht we

More information

THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR

THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR REVUE D ANALYSE NUMÉRIQUE ET DE THÉORIE DE L APPROXIMATION Tome 32, N o 1, 2003, pp 11 20 THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR TEODORA CĂTINAŞ Abstrct We extend the Sheprd opertor by

More information

Definition of Tracking

Definition of Tracking Trckng Defnton of Trckng Trckng: Generte some conclusons bout the moton of the scene, objects, or the cmer, gven sequence of mges. Knowng ths moton, predct where thngs re gong to project n the net mge,

More information

ESCI 342 Atmospheric Dynamics I Lesson 1 Vectors and Vector Calculus

ESCI 342 Atmospheric Dynamics I Lesson 1 Vectors and Vector Calculus ESI 34 tmospherc Dnmcs I Lesson 1 Vectors nd Vector lculus Reference: Schum s Outlne Seres: Mthemtcl Hndbook of Formuls nd Tbles Suggested Redng: Mrtn Secton 1 OORDINTE SYSTEMS n orthonorml coordnte sstem

More information

Section 14.3 Arc Length and Curvature

Section 14.3 Arc Length and Curvature Section 4.3 Arc Length nd Curvture Clculus on Curves in Spce In this section, we ly the foundtions for describing the movement of n object in spce.. Vector Function Bsics In Clc, formul for rc length in

More information

6. Chemical Potential and the Grand Partition Function

6. Chemical Potential and the Grand Partition Function 6. Chemcl Potentl nd the Grnd Prtton Functon ome Mth Fcts (see ppendx E for detls) If F() s n nlytc functon of stte vrles nd such tht df d pd then t follows: F F p lso snce F p F we cn conclude: p In other

More information

Learning Enhancement Team

Learning Enhancement Team Lernng Enhnement Tem Worsheet: The Cross Produt These re the model nswers for the worsheet tht hs questons on the ross produt etween vetors. The Cross Produt study gude. z x y. Loong t mge, you n see tht

More information

Investigation phase in case of Bragg coupling

Investigation phase in case of Bragg coupling Journl of Th-Qr Unversty No.3 Vol.4 December/008 Investgton phse n cse of Brgg couplng Hder K. Mouhmd Deprtment of Physcs, College of Scence, Th-Qr, Unv. Mouhmd H. Abdullh Deprtment of Physcs, College

More information

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,

More information

Applied Statistics Qualifier Examination

Applied Statistics Qualifier Examination Appled Sttstcs Qulfer Exmnton Qul_june_8 Fll 8 Instructons: () The exmnton contns 4 Questons. You re to nswer 3 out of 4 of them. () You my use ny books nd clss notes tht you mght fnd helpful n solvng

More information

Analytically, vectors will be represented by lowercase bold-face Latin letters, e.g. a, r, q.

Analytically, vectors will be represented by lowercase bold-face Latin letters, e.g. a, r, q. 1.1 Vector Alger 1.1.1 Sclrs A physicl quntity which is completely descried y single rel numer is clled sclr. Physiclly, it is something which hs mgnitude, nd is completely descried y this mgnitude. Exmples

More information

Mathematics. Area under Curve.

Mathematics. Area under Curve. Mthemtics Are under Curve www.testprepkrt.com Tle of Content 1. Introduction.. Procedure of Curve Sketching. 3. Sketching of Some common Curves. 4. Are of Bounded Regions. 5. Sign convention for finding

More information

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold

Perfect Fluid Cosmological Model in the Frame Work Lyra s Manifold Prespacetme Journal December 06 Volume 7 Issue 6 pp. 095-099 Pund, A. M. & Avachar, G.., Perfect Flud Cosmologcal Model n the Frame Work Lyra s Manfold Perfect Flud Cosmologcal Model n the Frame Work Lyra

More information

Quiz: Experimental Physics Lab-I

Quiz: Experimental Physics Lab-I Mxmum Mrks: 18 Totl tme llowed: 35 mn Quz: Expermentl Physcs Lb-I Nme: Roll no: Attempt ll questons. 1. In n experment, bll of mss 100 g s dropped from heght of 65 cm nto the snd contner, the mpct s clled

More information

Chapter Newton-Raphson Method of Solving a Nonlinear Equation

Chapter Newton-Raphson Method of Solving a Nonlinear Equation Chpter.4 Newton-Rphson Method of Solvng Nonlner Equton After redng ths chpter, you should be ble to:. derve the Newton-Rphson method formul,. develop the lgorthm of the Newton-Rphson method,. use the Newton-Rphson

More information

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X

3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number

More information

p-adic Egyptian Fractions

p-adic Egyptian Fractions p-adic Egyptin Frctions Contents 1 Introduction 1 2 Trditionl Egyptin Frctions nd Greedy Algorithm 2 3 Set-up 3 4 p-greedy Algorithm 5 5 p-egyptin Trditionl 10 6 Conclusion 1 Introduction An Egyptin frction

More information

Quantum SU(2 1) supersymmetric Calogero Moser spinning systems

Quantum SU(2 1) supersymmetric Calogero Moser spinning systems Quntum SU 1 supersymmetrc Clogero Moser spnnng systems rxv:1801.0006v hep-th 9 Apr 018 SergeyFedoru, EvgenyIvnov, Olf Lechtenfeld b, StepnSdorov Bogolubov Lbortory of Theoretcl Physcs, JINR, 141980 Dubn,

More information

PART 1: VECTOR & TENSOR ANALYSIS

PART 1: VECTOR & TENSOR ANALYSIS PART : VECTOR & TENSOR ANALYSIS wth LINEAR ALGEBRA Obectves Introduce the concepts, theores, nd opertonl mplementton of vectors, nd more generlly tensors, n dvnced engneerng nlyss. The emphss s on geometrc

More information

Katholieke Universiteit Leuven Department of Computer Science

Katholieke Universiteit Leuven Department of Computer Science Updte Rules for Weghted Non-negtve FH*G Fctorzton Peter Peers Phlp Dutré Report CW 440, Aprl 006 Ktholeke Unverstet Leuven Deprtment of Computer Scence Celestjnenln 00A B-3001 Heverlee (Belgum) Updte Rules

More information

Lecture 2e Orthogonal Complement (pages )

Lecture 2e Orthogonal Complement (pages ) Lecture 2e Orthogonl Complement (pges -) We hve now seen tht n orthonorml sis is nice wy to descrie suspce, ut knowing tht we wnt n orthonorml sis doesn t mke one fll into our lp. In theory, the process

More information

I1 = I2 I1 = I2 + I3 I1 + I2 = I3 + I4 I 3

I1 = I2 I1 = I2 + I3 I1 + I2 = I3 + I4 I 3 2 The Prllel Circuit Electric Circuits: Figure 2- elow show ttery nd multiple resistors rrnged in prllel. Ech resistor receives portion of the current from the ttery sed on its resistnce. The split is

More information

Fall 2012 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. with respect to λ. 1. χ λ χ λ ( ) λ, and thus:

Fall 2012 Analysis of Experimental Measurements B. Eisenstein/rev. S. Errede. with respect to λ. 1. χ λ χ λ ( ) λ, and thus: More on χ nd errors : uppose tht we re fttng for sngle -prmeter, mnmzng: If we epnd The vlue χ ( ( ( ; ( wth respect to. χ n Tlor seres n the vcnt of ts mnmum vlue χ ( mn χ χ χ χ + + + mn mnmzes χ, nd

More information

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp.

MA123, Chapter 10: Formulas for integrals: integrals, antiderivatives, and the Fundamental Theorem of Calculus (pp. MA123, Chpter 1: Formuls for integrls: integrls, ntiderivtives, nd the Fundmentl Theorem of Clculus (pp. 27-233, Gootmn) Chpter Gols: Assignments: Understnd the sttement of the Fundmentl Theorem of Clculus.

More information

PHYS 2421 Fields and Waves

PHYS 2421 Fields and Waves PHYS 242 Felds nd Wves Instucto: Joge A. López Offce: PSCI 29 A, Phone: 747-7528 Textook: Unvesty Physcs e, Young nd Feedmn 23. Electc potentl enegy 23.2 Electc potentl 23.3 Clcultng electc potentl 23.4

More information

Vectors and Tensors. R. Shankar Subramanian. R. Aris, Vectors, Tensors, and the Equations of Fluid Mechanics, Prentice Hall (1962).

Vectors and Tensors. R. Shankar Subramanian. R. Aris, Vectors, Tensors, and the Equations of Fluid Mechanics, Prentice Hall (1962). 005 Vectors nd Tensors R. Shnkr Subrmnn Good Sources R. rs, Vectors, Tensors, nd the Equtons of Flud Mechncs, Prentce Hll (96). nd ppendces n () R. B. Brd, W. E. Stewrt, nd E. N. Lghtfoot, Trnsport Phenomen,

More information

How do we solve these things, especially when they get complicated? How do we know when a system has a solution, and when is it unique?

How do we solve these things, especially when they get complicated? How do we know when a system has a solution, and when is it unique? XII. LINEAR ALGEBRA: SOLVING SYSTEMS OF EQUATIONS Tody we re going to tlk out solving systems of liner equtions. These re prolems tht give couple of equtions with couple of unknowns, like: 6= x + x 7=

More information

The Pseudoblocks of Endomorphism Algebras

The Pseudoblocks of Endomorphism Algebras Internatonal Mathematcal Forum, 4, 009, no. 48, 363-368 The Pseudoblocks of Endomorphsm Algebras Ahmed A. Khammash Department of Mathematcal Scences, Umm Al-Qura Unversty P.O.Box 796, Makkah, Saud Araba

More information

Numerical Solution of Freholm-Volterra Integral Equations by Using Scaling Function Interpolation Method

Numerical Solution of Freholm-Volterra Integral Equations by Using Scaling Function Interpolation Method Aled Mthetcs 3 4 4-9 htt://ddoorg/436/34a3 Pulshed Onlne Jnury 3 (htt://wwwscrorg/ournl/) uercl Soluton of Frehol-Volterr Integrl Equtons y Usng Sclng Functon Interolton Method Yousef Al-Jrrh En-Bng Ln

More information

10 Vector Integral Calculus

10 Vector Integral Calculus Vector Integrl lculus Vector integrl clculus extends integrls s known from clculus to integrls over curves ("line integrls"), surfces ("surfce integrls") nd solids ("volume integrls"). These integrls hve

More information

Chapter 5 Supplemental Text Material R S T. ij i j ij ijk

Chapter 5 Supplemental Text Material R S T. ij i j ij ijk Chpter 5 Supplementl Text Mterl 5-. Expected Men Squres n the Two-fctor Fctorl Consder the two-fctor fxed effects model y = µ + τ + β + ( τβ) + ε k R S T =,,, =,,, k =,,, n gven s Equton (5-) n the textook.

More information

Ruban s Cosmological Modelwith Bulk Stress In General Theory of Relativity

Ruban s Cosmological Modelwith Bulk Stress In General Theory of Relativity IOS Journl of Mthemtcs (IOS-JM e-issn: 78-578, p-issn: 39-765X Volume, Issue Ver IV (Jul - Aug 5, PP 5-33 wwwosrjournlsorg ubn s Cosmologcl Modelwth Bul Stress In Generl heory of eltvty VGMete, VDElr,

More information

Review of Gaussian Quadrature method

Review of Gaussian Quadrature method Review of Gussin Qudrture method Nsser M. Asi Spring 006 compiled on Sundy Decemer 1, 017 t 09:1 PM 1 The prolem To find numericl vlue for the integrl of rel vlued function of rel vrile over specific rnge

More information

An Introduction to Support Vector Machines

An Introduction to Support Vector Machines An Introducton to Support Vector Mchnes Wht s good Decson Boundry? Consder two-clss, lnerly seprble clssfcton problem Clss How to fnd the lne (or hyperplne n n-dmensons, n>)? Any de? Clss Per Lug Mrtell

More information

LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION IN A TWO-LAYERED SLAB

LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION IN A TWO-LAYERED SLAB Journl of Appled Mthemtcs nd Computtonl Mechncs 5, 4(4), 5-3 www.mcm.pcz.pl p-issn 99-9965 DOI:.75/jmcm.5.4. e-issn 353-588 LAPLACE TRANSFORM SOLUTION OF THE PROBLEM OF TIME-FRACTIONAL HEAT CONDUCTION

More information

A New Algorithm Linear Programming

A New Algorithm Linear Programming A New Algorthm ner Progrmmng Dhnnjy P. ehendle Sr Prshurmhu College, Tlk Rod, Pune-400, Ind dhnnjy.p.mehendle@gml.com Astrct In ths pper we propose two types of new lgorthms for lner progrmmng. The frst

More information

Physics 1402: Lecture 7 Today s Agenda

Physics 1402: Lecture 7 Today s Agenda 1 Physics 1402: Lecture 7 Tody s gend nnouncements: Lectures posted on: www.phys.uconn.edu/~rcote/ HW ssignments, solutions etc. Homework #2: On Msterphysics tody: due Fridy Go to msteringphysics.com Ls:

More information

CIS587 - Artificial Intelligence. Uncertainty CIS587 - AI. KB for medical diagnosis. Example.

CIS587 - Artificial Intelligence. Uncertainty CIS587 - AI. KB for medical diagnosis. Example. CIS587 - rtfcl Intellgence Uncertnty K for medcl dgnoss. Exmple. We wnt to uld K system for the dgnoss of pneumon. rolem descrpton: Dsese: pneumon tent symptoms fndngs, l tests: Fever, Cough, leness, WC

More information

1 Matrix representations of canonical matrices

1 Matrix representations of canonical matrices 1 Matrx representatons of canoncal matrces 2-d rotaton around the orgn: ( ) cos θ sn θ R 0 = sn θ cos θ 3-d rotaton around the x-axs: R x = 1 0 0 0 cos θ sn θ 0 sn θ cos θ 3-d rotaton around the y-axs:

More information

Duality Anomaly Cancellation, Minimal String Unication and the Eective Low-Energy Lagrangian of 4-D Strings

Duality Anomaly Cancellation, Minimal String Unication and the Eective Low-Energy Lagrangian of 4-D Strings CERN-TH.68/9 Dulty Anomly Cncellton, nml Strng Uncton nd the Eectve Low-Energy Lgrngn of 4-D Strngs Lus E. Ib~nez nd? Deter Lust CERN, Genev, Swtzerlnd Abstrct We present systemtc study of the constrnts

More information

Affine and Riemannian Connections

Affine and Riemannian Connections Affne and Remannan Connectons Semnar Remannan Geometry Summer Term 2015 Prof Dr Anna Wenhard and Dr Gye-Seon Lee Jakob Ullmann Notaton: X(M) space of smooth vector felds on M D(M) space of smooth functons

More information

Convexity preserving interpolation by splines of arbitrary degree

Convexity preserving interpolation by splines of arbitrary degree Computer Scence Journal of Moldova, vol.18, no.1(52), 2010 Convexty preservng nterpolaton by splnes of arbtrary degree Igor Verlan Abstract In the present paper an algorthm of C 2 nterpolaton of dscrete

More information

Quadratic Forms. Quadratic Forms

Quadratic Forms. Quadratic Forms Qudrtic Forms Recll the Simon & Blume excerpt from n erlier lecture which sid tht the min tsk of clculus is to pproximte nonliner functions with liner functions. It s ctully more ccurte to sy tht we pproximte

More information

Demand. Demand and Comparative Statics. Graphically. Marshallian Demand. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert

Demand. Demand and Comparative Statics. Graphically. Marshallian Demand. ECON 370: Microeconomic Theory Summer 2004 Rice University Stanley Gilbert Demnd Demnd nd Comrtve Sttcs ECON 370: Mcroeconomc Theory Summer 004 Rce Unversty Stnley Glbert Usng the tools we hve develoed u to ths ont, we cn now determne demnd for n ndvdul consumer We seek demnd

More information

4.4 Areas, Integrals and Antiderivatives

4.4 Areas, Integrals and Antiderivatives . res, integrls nd ntiderivtives 333. Ares, Integrls nd Antiderivtives This section explores properties of functions defined s res nd exmines some connections mong res, integrls nd ntiderivtives. In order

More information

Pyramid Algorithms for Barycentric Rational Interpolation

Pyramid Algorithms for Barycentric Rational Interpolation Pyrmd Algorthms for Brycentrc Rtonl Interpolton K Hormnn Scott Schefer Astrct We present new perspectve on the Floter Hormnn nterpolnt. Ths nterpolnt s rtonl of degree (n, d), reproduces polynomls of degree

More information

Chapter Newton-Raphson Method of Solving a Nonlinear Equation

Chapter Newton-Raphson Method of Solving a Nonlinear Equation Chpter 0.04 Newton-Rphson Method o Solvng Nonlner Equton 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

More information

Matrix Algebra. Matrix Addition, Scalar Multiplication and Transposition. Linear Algebra I 24

Matrix Algebra. Matrix Addition, Scalar Multiplication and Transposition. Linear Algebra I 24 Mtrix lger Mtrix ddition, Sclr Multipliction nd rnsposition Mtrix lger Section.. Mtrix ddition, Sclr Multipliction nd rnsposition rectngulr rry of numers is clled mtrix ( the plurl is mtrices ) nd the

More information

Online Appendix to. Mandating Behavioral Conformity in Social Groups with Conformist Members

Online Appendix to. Mandating Behavioral Conformity in Social Groups with Conformist Members Onlne Appendx to Mndtng Behvorl Conformty n Socl Groups wth Conformst Members Peter Grzl Andrze Bnk (Correspondng uthor) Deprtment of Economcs, The Wllms School, Wshngton nd Lee Unversty, Lexngton, 4450

More information

REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY

REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY THEORETICAL PHYSICS REGULARIZATION IN QUANTUM GAUGE THEORY OF GRAVITATION WITH DE SITTER INNER SYMMETRY V. CHIRIÞOIU 1, G. ZET 1 Poltehn Unversty Tmºor, Tehnl Physs Deprtment, Romn E-ml: vorel.hrtou@et.upt.ro

More information