MSG 284 Introduction to Geometric Modelling [Pengenalan kepada Pemodelan Geometri]

Size: px
Start display at page:

Download "MSG 284 Introduction to Geometric Modelling [Pengenalan kepada Pemodelan Geometri]"

Transcription

1 UNIVERSITI SAINS MALAYSIA Secod Semester Examato 0/0 Academc Sesso Jue 0 MSG 84 Itrocto to Geometrc Modellg [Pegeala kepada Pemodela Geometr] Durato : hours [Masa : jam] Please check that ths examato paper cossts of EIGHT pages of prted materal before you beg the examato. [Sla pastka bahawa kertas peperksaa megag LAPAN muka surat yag bercetak sebelum ada memulaka peperksaa.] Istructos: [Araha: Aswer all four [4] questos. Jawab semua empat [4] soala.] I the evet of ay dscrepaces, the Eglsh verso shall be used. [Sekraya terdapat sebarag percaggaha pada soala peperksaa, vers Bahasa Iggers hedaklah dgua paka.] /-

2 -- [MSG 84]. (a) Fd a polyomal fucto that terpolates the pots (, ), (, ) ad (4, ). (b) Let P ( u) be a parametrc sple curve defed as P( u) F( u), u a G( u), u a where a. Defe the geometrc cotutes P ( u) at u a. 0 G, G, G of curve (c) Let T, N, B, ad be the ut taget, prcpal ormal, bormal, curvature ad torso of a regular curve P () s at arc legth parameter s 0. Show that the dervatve dn T B. ds [00 marks]. (a) Car fugs polomal yag megterpolas ttk-ttk (, ), (, ) da (4, ). (b) Kataka P ( u) alah satu legkug spl berparameter dtakrf sebaga P( u) F( u), u a G( u), u a d maa a. Takrfka keselajara geometr legkug P ( u) pada u a. 0 G, G, G bag (c) Kataka T, N, B, da alah taget ut, ormal prspal, bormal, kelegkuga da klasa bag suatu legkug alar P () s pada parameter pajag legkok s 0. Tujukka bahawa terbta dn T B. ds [00 markah].../-

3 . (a) Cosder a plae Bézer polyomal of degree P( t) C B ( t), 0 t, 0 -- [MSG 84] where C are cotrol pots ad B () t deote the Berste polyomal ( )! B t t t!( )!, for 0,,,. State the reaso of why the Bézer curve les etrely wth the covex hull of ts cotrol polygo. (b) (c) Gve a cubc Bézer curve 4 P ( t) B0 ( t) B ( t) B ( t) B ( t), 0 t, 4 () where, ad B t, 0,,,, are the Berste polyomals of degree. Calculate the ad such that the curve P () t ca be reced to a quadratc curve. Gve a pecewse curve P( u) F( u), 0 u G( u), u. The curve segmets F ( u) ad G ( u) ca be represeted terms of a local parameter t [0, ] as F( t) C ( t) C t( t) C t, 0 G t t t t t t t t t t ( ) ( ) ( ) ( ) ( ) where C, 0,,. Determe all the C such that P ( u) s a cotuous curve wth the dervatve d P (0) (, 0)., C [00 marks]...4/-

4 -4- [MSG 84]. (a) Pertmbagka satu polomal Bézer satah berdarjah P( t) C B ( t), 0 t, 0 d maa C adalah ttk kawala da B () t meadaka polomal Berste ( )! B t t t!( )!, bag 0,,,. Nyataka sebab megapa legkug Bézer terletak sepeuhya dalam hul cembug polgo kawala. (b) (c) Dber suatu legkug Bézer kubk 4 P ( t) B0 ( t) B ( t) B ( t) B ( t), 0 t, 4 () d maa, da B t, 0,,,, alah polomal Berste berdarjah. Kraka da supaya legkug P () t boleh dkuragka kepada legkug kuadratk. Dber satu legkug bercebsa P( u) F( u), 0 u G( u), u. Legkug segme F ( u) da G ( u) boleh dwakl dalam sebuta parameter setempat t [0, ] sebaga F( t) C ( t) C t( t) C t, 0 G t t t t t t t t t t ( ) ( ) ( ) ( ) ( ) d maa C, 0,,. Tetuka semua C supaya P ( u) alah satu legkug berkeselajara d P (0) (, 0). C dega terbta, [00 markah]...5/-

5 -5- [MSG 84]. Let u (u0, u,, u k) be a o-decreasg kot vector where ad k are postve tegers. The ormalzed B-sple bass fuctos of order k are defed recursvely by ad, u u u N ( u ) 0, otherwse u u u u N ( u) N ( u) N ( u) k k k k u k u u k u where 0,,,., for k, (a) Suppose u (0,, 6, 9). Sketch the fucto fucto values at the gve kots. N 0 () u ad calculate the (b) Cosder a B-sple curve of order o Cartesa plae wth kot vector u (,, 0,,, ) 0 0 P( u) D N ( u) D N ( u) D N ( u), 0 u. () Show that 0 N ( u) N ( u) N ( u ), for 0 u. () Fd the coeffcets D, 0,,, such that the coordate y of P ( u) s o-egatve wth P (0) (, 0), P () (4, ), ad the dot proct of the frst dervatves dp (0) dp () 0 where the legth of vector d P (0) s twce the legth of vector d P (). [00 marks]...6/-

6 -6- [MSG 84]. Kataka u (u0, u,, u k) alah suatu vektor smpula tak meyusut d maa da k adalah teger postf. Fugs asas spl-b terormal berpergkat k dtakrf secara rekurs oleh da, N ( u) 0, u u u d tempat la u u u u N ( u) N ( u) N ( u) k k k k u k u u k u d maa 0,,,., bag k, (a) Adaka u (0,, 6, 9). Lakarka fugs fugs pada smpula yag dberka. N 0 () u da kraka la (b) Pertmbagka suatu legkug spl-b berpergkat pada satah Cartesa dega vektor smpula ( u,, 0,,, ) () 0 0 P( u) D N ( u) D N ( u) D N ( u), 0 u. Tujukka bahawa 0 N ( u) N ( u) N ( u ), utuk 0 u. () Car koefse D, 0,,, supaya koordat y bag P ( u) adalah tak egatf dega P (0) (, 0), P () (4, ), da hasl darab btk bag terbta pertama dp (0) dp () 0 d maa pajag vektor d P (0) adalah a kal pajag vektor d P (). [00 markah]...7/-

7 -7- [MSG 84] 4. (a) Cosder a bquadratc Bézer surface o Cartesa coordate space, j j S( u, v) C B ( v) B ( u), 0 uv,, 0 j 0 where B s () t, 0 t, s 0,,, dcate the Berste polyomals of degree ad C, jare the cotrol pots gve as C 0,0 (,, ), C 0, (,, ), C 0, (,, ), C,0 (,, ), C, (,, 4), C, (,, ), C,0 (4,, ), C, (,, ), C, (4,, ). () Fd the surface pot S ( uv, ) that has maxmum value of coordate z. () Express the curve o surface S alog a parametrc le u v Bézer represetato. (b) Cosder a blearly bleded Coos patch F ( u, v), 0 u, v, whch F (0, 0) (,, ), F (0, ) (, 5, ), F (, 0) (5,, ), F (, ) (5, 5, ). Suppose the boudares of patch F at u 0 ad v 0 are Bézer quadratcs F (0, v) ( v) v( v) 5 v, 5 F ( u, 0) ( u) u( u) u, whle the other two boudares are lear polyomals. Evaluate the ut ormal vector to the patch F at ( u, v ) (0.5, 0.5). [00 marks]...8/-

8 -8- [MSG 84] 4. (a) Pertmbagka suatu permukaa Bézer dwkuadratk pada ruag koordat Cartesa d maa, j j S( u, v) C B ( v) B ( u), 0 uv,, 0 j 0 B s () t, 0 t, s 0 berdarjah da, j,,, meadaka polomal Berste C adalah ttk-ttk kawala yag dberka sebaga C 0,0 (,, ), C 0, (,, ), C 0, (,, ), C,0 (,, ), C, (,, 4), C, (,, ), C,0 (4,, ), C, (,, ), C, (4,, ). () Car ttk permukaa S ( uv, ) yag mempuya la maksmum koordat z. () Nyataka legkug pada permukaa S d sepajag gars parameter u v dalam perwakla Bézer. (b) Pertmbagka satu tampala Coos teraa dwlear F ( u, v), 0 u, v, d maa F (0, 0) (,, ), F (0, ) (, 5, ), F (, 0) (5,, ), F (, ) (5, 5, ). Adaka sempada tampala F pada u 0 da v 0 alah kuadratk Bézer F (0, v) ( v) v( v) 5 v, 5 F ( u, 0) ( u) u( u) u, maakala a sempada la adalah polomal lear. Nlaka vektor ut ormal kepada tampala F pada ( u, v ) (0.5, 0.5). [00 markah] - ooo O ooo -

MSG 284 Introduction to Geometric Modelling [Pengenalan kepada Pemodelan Geometri]

MSG 284 Introduction to Geometric Modelling [Pengenalan kepada Pemodelan Geometri] UNIVERSITI SAINS MALAYSIA Secod Semester Examato / Academc Sesso Jue MSG 84 Itroducto to Geometrc Modellg [Pegeala kepada Pemodela Geometr] Durato : hours [Masa : jam] Please check that ths examato paper

More information

MAT 363 Statistical Inference [Pentaabiran Statistik]

MAT 363 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Frst Semester Eamato Academc Sesso / Jauary MAT 363 Statstcal Iferece [Petaabra Statstk] Durato 3 hours [Masa 3 jam] Please check that ths eamato paper cossts of EIGHT pages of

More information

MSG388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer]

MSG388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer] UNIVERSITI SAINS MALAYSIA Secod Semester Examiatio 015/016 Academic Sessio Jue 016 MSG388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik utuk Grafik Komputer] Duratio : 3 hours [Masa

More information

MAT363 Statistical Inference [Pentaabiran Statistik]

MAT363 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Frst Semester Examato Academc Sesso 05/06 Jauary 06 MAT363 Statstcal Iferece [Petaabra Statst] Durato : 3 hours [Masa : 3 jam] Please chec that ths examato paper cossts of SI

More information

MAT 363 Statistical Inference [Pentaabiran Statistik]

MAT 363 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Frst Seester Exaato 009/00 Acadec Sesso Noveber 009 MAT 363 Statstcal Iferece [Petaabra Statstk] Durato : 3 hours [Masa : 3 ja] Please check that ths exaato paper cossts of EIGHT

More information

MST561 Statistical Inference [Pentaabiran Statistik]

MST561 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Frst Semester Examato Academc Sesso 5/6 Jauary 6 MST56 Statstcal Iferece [Petaabra Statst] Durato : 3 hours [Masa : 3 jam] Please chec that ths examato paper cossts of NINE pages

More information

MST 561 Statistical Inference [Pentaabiran Statistik]

MST 561 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Secod Semester Eamato 03/04 Academc Sesso Jue 04 MST 56 Statstcal Iferece [Petaabra Statstk] Durato : 3 hours [Masa : 3 jam] Please check that ths eamato paper cossts of NINE

More information

MST 565 Linear Models [Model Linear]

MST 565 Linear Models [Model Linear] UNIVERSITI SAINS MALAYSIA Secod Semester Examato 04/05 Academc Sesso Jue 05 MST 565 Lear Models [Model Lear] Durato : 3 hours [Masa : 3 jam] Please check that ths examato paper cossts of TEN pages of prted

More information

MAT 518 Numerical Methods for Differential Equations [Kaedah Berangka untuk Persamaan Pembezaan]

MAT 518 Numerical Methods for Differential Equations [Kaedah Berangka untuk Persamaan Pembezaan] UNIVERSITI SAINS MALAYSIA Frs Semeser Examao 03/04 Academc Sesso December 03 / Jauary 04 MAT 58 Numercal Mehods for Dffereal Equaos [Kaedah Beragka uuk Persamaa Pembezaa] Durao : 3 hours [Masa : 3 jam]

More information

MAT 202 Introduction to Analysis [Pengantar Analisis]

MAT 202 Introduction to Analysis [Pengantar Analisis] UNIVERSITI SAINS MALAYSIA Secod Semester Examiatio 2015/2016 Academic Sessio Jue 2016 MAT 202 Itroductio to Aalysis [Pegatar Aalisis] Duratio : 3 hours [Masa : 3 jam] Please check that this examiatio paper

More information

MAT 516 Curve and Surface Methods for CAGD [Kaedah Lengkung dan Permukaan untuk RGBK]

MAT 516 Curve and Surface Methods for CAGD [Kaedah Lengkung dan Permukaan untuk RGBK] UNIVERSITI SAINS MALAYSIA Secod Semese Examao / Academc Sesso Jue MAT 56 Cuve ad Suface Mehods fo CAGD [Kaedah Legkug da Pemukaa uuk RGBK] Duao : hous [Masa : am] Please check ha hs examao ae cosss of

More information

MSG 388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer]

MSG 388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer] UNIVERSITI SAINS MALAYSIA Frst Semester Examnaton 0/0 Academc Sesson January 0 MSG 88 Mathematcal Algorthms for Computer Graphcs [Algortma Matemat untu Graf Komputer] Duraton : hours [Masa : jam] Please

More information

CS5620 Intro to Computer Graphics

CS5620 Intro to Computer Graphics CS56 Itro to Computer Graphcs Geometrc Modelg art II Geometrc Modelg II hyscal Sples Curve desg pre-computers Cubc Sples Stadard sple put set of pots { } =, No dervatves specfed as put Iterpolate by cubc

More information

MAA 102 Calculus for Science Student II [Kalkulus untuk Pelajar Sains II]

MAA 102 Calculus for Science Student II [Kalkulus untuk Pelajar Sains II] UNIVERSITI SAINS MALAYSIA Secod Semester Eamiatio 04/05 Academic Sessio Jue 05 MAA 0 Calculus for Sciece Studet II [Kalkulus utuk Pelajar Sais II] Duratio : hours [Masa : jam] Please check that this eamiatio

More information

MST 561 Statistical Inference [Pentaabiran Statistik]

MST 561 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Secod Semester Examiatio 05/06 Academic Sessio Jue 06 MST 56 Statistical Ierece [Petaabira Statistik] Duratio : 3 hours [Masa : 3 jam] Please check that this examiatio paper cosists

More information

L5 Polynomial / Spline Curves

L5 Polynomial / Spline Curves L5 Polyomal / Sple Curves Cotets Coc sectos Polyomal Curves Hermte Curves Bezer Curves B-Sples No-Uform Ratoal B-Sples (NURBS) Mapulato ad Represetato of Curves Types of Curve Equatos Implct: Descrbe a

More information

MAT 363 Statistical Inference [Pentaabiran Statistik]

MAT 363 Statistical Inference [Pentaabiran Statistik] UNIVERSITI SAINS MALAYSIA Peperiksaa Kursus Seasa Cuti Pajag Sidag Akadeik / Ogos MAT 363 Statistical Iferece [Petaabira Statistik] Duratio : 3 hours [Masa : 3 ja] Please check that this exaiatio paper

More information

MAT 111 Linear Algebra [Aljabar Linear]

MAT 111 Linear Algebra [Aljabar Linear] UNIVERSITI SAINS MALAYSIA Second Semester Examination 00/0 Academic Session November 00 MAT Linear Algebra [Aljabar Linear] Duration : hours [Masa : jam] Please check that this examination paper consists

More information

MAT 111 Linear Algebra [Aljabar Linear]

MAT 111 Linear Algebra [Aljabar Linear] UNIVERSITI SAINS MALAYSIA Second Semester Examination 0/0 Academic Session June 0 MAT Linear Algebra [Aljabar Linear] Duration : hours [Masa : jam] Please check that this examination paper consists of

More information

MAT 263 Probability Theory [Teori Kebarangkalian]

MAT 263 Probability Theory [Teori Kebarangkalian] UIVERSITI SAIS MALAYSIA First Semester Eamiatio 4/5 Academic Sessio December 4/Jauary 5 MAT 63 Probability Theory [Teori Kebaragkalia] Duratio : 3 hours [Masa : 3 jam] Please check that this eamiatio aer

More information

MAA Calculus for Science Students I [Kalkulus untuk Pelajar Sains I]

MAA Calculus for Science Students I [Kalkulus untuk Pelajar Sains I] UNIVERSITI SAINS MALAYSIA First Semester Eamination Academic Session 6/7 December 6 / January 7 MAA - Calculus for Science Students I [Kalkulus untuk Pelajar Sains I] Duration : 3 hours [Masa : 3 jam]

More information

MAT 101 Calculus [ Kalkulus] Duration : 3 hours [Masa : 3 jam]

MAT 101 Calculus [ Kalkulus] Duration : 3 hours [Masa : 3 jam] UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Pertama Sidang Akademik 011/01 Januari 01 MAT 101 Calculus [ Kalkulus] Duration : 3 hours [Masa : 3 jam] Please check that this eamination paper consists

More information

MAT 222 Differential Equations II [Persamaan Pembezaan II]

MAT 222 Differential Equations II [Persamaan Pembezaan II] - 1 - UNIVERSITI SAINS MALAYSIA First Semester Examination 015/016 Academic Session December 015/January016 MAT Differential Equations II [Persamaan Pembezaan II] Duration : 3 hours [Masa : 3 jam] Please

More information

Computer Graphics. Geometric Modeling. Geometric Modeling. Page. Copyright Gotsman, Elber, Barequet, Karni, Sheffer Computer Science - Technion

Computer Graphics. Geometric Modeling. Geometric Modeling. Page. Copyright Gotsman, Elber, Barequet, Karni, Sheffer Computer Science - Technion Computer Graphcs Geometrc Modelg Geometrc Modelg A Example 4 Outle Objectve: Develop methods ad algorthms to mathematcally model shape of real world objects Categores: Wre-Frame Represetato Object s represeted

More information

MAT Linear Algebra [Aljabar Linear]

MAT Linear Algebra [Aljabar Linear] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2014/2015 Academic Session June 2015 MAT 111 - Linear Algebra [Aljabar Linear] Duration : hours [Masa : jam] Please check that this examination paper

More information

MMJ 1113 FINITE ELEMENT METHOD Introduction to PART I

MMJ 1113 FINITE ELEMENT METHOD Introduction to PART I MMJ FINITE EEMENT METHOD Cotut requremets Assume that the fuctos appearg uder the tegral the elemet equatos cota up to (r) th order To esure covergece N must satsf Compatblt requremet the fuctos must have

More information

MAT 202 Introduction to Analysis [ Pengantar Analisis]

MAT 202 Introduction to Analysis [ Pengantar Analisis] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2016/2017 Academic Session June 2017 MAT 202 Introduction to Analysis [ Pengantar Analisis] Duration : 3 hours [Masa : 3 jam] Please check that this

More information

MST 565 Linear Model [Model Linear]

MST 565 Linear Model [Model Linear] UNIVERSITI SINS MLYSI Second Semester Examination 009/00 cademic Session pril/may 00 MST 565 Linear Model [Model Linear] Duration : 3 hours [Masa : 3 jam] Please check that this examination paper consists

More information

B-spline curves. 1. Properties of the B-spline curve. control of the curve shape as opposed to global control by using a special set of blending

B-spline curves. 1. Properties of the B-spline curve. control of the curve shape as opposed to global control by using a special set of blending B-sple crve Copyrght@, YZU Optmal Desg Laboratory. All rghts reserved. Last pdated: Yeh-Lag Hs (--9). ote: Ths s the corse materal for ME Geometrc modelg ad compter graphcs, Ya Ze Uversty. art of ths materal

More information

MSG 356 Mathematical Programming [Pengaturcaraan Matematik]

MSG 356 Mathematical Programming [Pengaturcaraan Matematik] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2011/2012 Academic Session June 2012 MSG 356 Mathematical Programming [Pengaturcaraan Matematik] Duration : 3 hours [Masa : 3 jam] Please check that

More information

MAT 518 Numerical Methods for Differential Equations [Kaedah Berangka untuk Persamaan Pembezaan]

MAT 518 Numerical Methods for Differential Equations [Kaedah Berangka untuk Persamaan Pembezaan] UNIVERSII SAINS MALAYSIA First Semester Examination 0/03 Academic Session January 03 MA 58 Numerical Methods for Differential Equations [Kaedah Berangka untuk Persamaan Pembezaan] Duration : 3 hours [Masa

More information

MAT Calculus [Kalkulus]

MAT Calculus [Kalkulus] UNIVERSITI SAINS MALAYSIA Second Semester Eamination 015/016 Academic Session June 016 MAT 101 - Calculus [Kalkulus] Duration : hours [Masa : jam] Please check that this eamination paper consists of EIGHT

More information

MAA 111 Algebra for Science Students [Aljabar untuk Pelajar Sains]

MAA 111 Algebra for Science Students [Aljabar untuk Pelajar Sains] UNIVERSITI SAINS MALAYSIA Peperiksaan Kursus Semasa Cuti Panjang Sidang Akademik 9/ Jun MAA Algebra for Science Students [Aljabar untuk Pelajar Sains] Duration : hours [Masa : jam] Please check that this

More information

α1 α2 Simplex and Rectangle Elements Multi-index Notation of polynomials of degree Definition: The set P k will be the set of all functions:

α1 α2 Simplex and Rectangle Elements Multi-index Notation of polynomials of degree Definition: The set P k will be the set of all functions: Smplex ad Rectagle Elemets Mult-dex Notato = (,..., ), o-egatve tegers = = β = ( β,..., β ) the + β = ( + β,..., + β ) + x = x x x x = x x β β + D = D = D D x x x β β Defto: The set P of polyomals of degree

More information

(Kertas soalan ini mengandungi 4 soalan dalam 6 halaman yang dicetak) (This question paper consists of 4 questions on 6 printed pages)

(Kertas soalan ini mengandungi 4 soalan dalam 6 halaman yang dicetak) (This question paper consists of 4 questions on 6 printed pages) UNIVERSITI MALAYA UNIVERSITY OF MALAYA PEPERIKSAAN IJAZAH SARJANA MUDA SAINS EXAMINATION FOR THE DEGREE OF BACHELOR OF SCIENCE SESI AKADEMIK 009/010 : SEMESTER ACADEMIC SESSION 009/010 : SEMESTER SCES1101

More information

MAT111 Linear Algebra [Aljabar Linear]

MAT111 Linear Algebra [Aljabar Linear] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2016/2017 Academic Session June 2017 MAT111 Linear Algebra [Aljabar Linear] Duration : 3 hours [Masa : 3 jam] Please check that this examination paper

More information

MAT 101 Calculus [ Kalkulus]

MAT 101 Calculus [ Kalkulus] UNIVERSITI SAINS MALAYSIA Peperiksaan Kursus Semasa Cuti Panjang 01/013 Sidang Akademik Ogos 013 MAT 101 Calculus [ Kalkulus] Duration : 3 hours [Masa : 3 jam] Please check that this eamination paper consists

More information

MAA 101 Calculus for Science Students I [Kalkulus untuk Pelajar Sains I]

MAA 101 Calculus for Science Students I [Kalkulus untuk Pelajar Sains I] UNIVERSITI SAINS MALAYSIA Peperiksaan Kursus Semasa Cuti Panjang Sidang Akademik 9/ Jun MAA Calculus for Science Students I [Kalkulus untuk Pelajar Sains I] Duration : 3 hours [Masa : 3 jam] Please check

More information

MSS 317 Coding Theory [Teori Pengekodan]

MSS 317 Coding Theory [Teori Pengekodan] UNIVERSITI SAINS MALAYSIA First Semester Examination Academic Session 2015/2016 January 2016 MSS 31 Coding Theory [Teori Pengekodan] Duration : 3 hours [Masa : 3 jam] Please check that this examination

More information

MSG 388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer]

MSG 388 Mathematical Algorithms for Computer Graphics [Algoritma Matematik untuk Grafik Komputer] UNIVERSITI SAINS MALAYSIA First Semester Examination 9/1 Academic Session November 9 MSG 88 Mathematical Algorithms for Computer Graphics [Algoritma Matemati untu Grafi Komputer] Duration : hours [Masa

More information

Given a table of data poins of an unknown or complicated function f : we want to find a (simpler) function p s.t. px (

Given a table of data poins of an unknown or complicated function f : we want to find a (simpler) function p s.t. px ( Iterpolato 1 Iterpolato Gve a table of data pos of a ukow or complcated fucto f : y 0 1 2 y y y y 0 1 2 we wat to fd a (smpler) fucto p s.t. p ( ) = y for = 0... p s sad to terpolate the table or terpolate

More information

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II]

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2012/2013 Academic Session June 2013 MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] Duration : 3 hours [Masa : 3 jam] Please check

More information

MSG 368 Sample Survey and Sampling Technique [Tinjauan Sampel dan Teknik Pensampelan]

MSG 368 Sample Survey and Sampling Technique [Tinjauan Sampel dan Teknik Pensampelan] UIVERSITI SAIS MAAYSIA Secod Semester Eamato 0/0 Academc Sesso Jue 0 MSG 368 Sample Surve ad Samplg Techque [Tjaua Sampel da Tekk Pesampela] Durato : 3 hours [Masa : 3 jam] Please check that ths eamato

More information

Computer Graphics. Shi-Min Hu. Tsinghua University

Computer Graphics. Shi-Min Hu. Tsinghua University Computer Graphcs Sh-M Hu Tsghua Uversty Bézer Curves ad Surfaces arametrc curves ad surface: Some Cocepts Bézer Cuvres: Cocept ad propertes Bézer surfaces: Rectagular ad Tragular Coverso of Rectagular

More information

Assignment 5/MATH 247/Winter Due: Friday, February 19 in class (!) (answers will be posted right after class)

Assignment 5/MATH 247/Winter Due: Friday, February 19 in class (!) (answers will be posted right after class) Assgmet 5/MATH 7/Wter 00 Due: Frday, February 9 class (!) (aswers wll be posted rght after class) As usual, there are peces of text, before the questos [], [], themselves. Recall: For the quadratc form

More information

CPT115 Mathematical Methods for Computer Sciences [Kaedah Matematik bagi Sains Komputer]

CPT115 Mathematical Methods for Computer Sciences [Kaedah Matematik bagi Sains Komputer] Second Semester Examination 6/7 Academic Session June 7 CPT Mathematical Methods for Computer Sciences [Kaedah Matematik bagi Sains Komputer] Duration : hours [Masa : jam] INSTRUCTIONS TO CANDIDATE: [ARAHAN

More information

Special Instructions / Useful Data

Special Instructions / Useful Data JAM 6 Set of all real umbers P A..d. B, p Posso Specal Istructos / Useful Data x,, :,,, x x Probablty of a evet A Idepedetly ad detcally dstrbuted Bomal dstrbuto wth parameters ad p Posso dstrbuto wth

More information

Geometric Modeling

Geometric Modeling Geometrc Modelg 9.580.0 Crves Morteso Chater -5 ad Agel Chater 9 Crve Bascs Crve: Locs of a ot movg wth degree of freedom. Some tyes of eqatos to descrbe crves: Itrsc o relace o exteral frame of referece

More information

MAT 223 DIFFERENTIAL EQUATIONS I [Persamaan Pembezaan I]

MAT 223 DIFFERENTIAL EQUATIONS I [Persamaan Pembezaan I] UNIVERSITI SAINS MALAYSIA First Semester Examination 2015/2016 Academic Session December 2015/January2016 MAT 223 DIFFERENTIAL EQUATIONS I [Persamaan Pembezaan I] Duration : 3 hours [Masa : 3 jam] Please

More information

7/ Additioal Mathematics Paper September 00 Jam NAMA :. TINGKATAN :. PEPERIKSAAN PERCUBAAN BERSAMA SIJIL PELAJARAN MALAYSIA 00 ANJURAN BERSAMA PERSIDANGAN KEBANGSAAN PENGETUA-PENGETUA SEKOLAH MENENGAH

More information

Log1 Contest Round 2 Theta Complex Numbers. 4 points each. 5 points each

Log1 Contest Round 2 Theta Complex Numbers. 4 points each. 5 points each 01 Log1 Cotest Roud Theta Complex Numbers 1 Wrte a b Wrte a b form: 1 5 form: 1 5 4 pots each Wrte a b form: 65 4 4 Evaluate: 65 5 Determe f the followg statemet s always, sometmes, or ever true (you may

More information

UNIVERSITI SAINS MALAYSIA EEM 352 REKABENTUK MEKATRONIK II

UNIVERSITI SAINS MALAYSIA EEM 352 REKABENTUK MEKATRONIK II UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Pertama Sidang Akademik 2010/2011 November 2010 EEM 352 REKABENTUK MEKATRONIK II Masa : 2 Jam Sila pastikan bahawa kertas peperiksaan ini mengandungi TUJUH

More information

EEE 208 TEORI LITAR II

EEE 208 TEORI LITAR II UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Pertama Sidang Akademik 2010/2011 November 2010 EEE 208 TEORI LITAR II Masa : 3 jam ARAHAN KEPADA CALON: Sila pastikan bahawa kertas peperiksaan ini mengandungi

More information

Application of Legendre Bernstein basis transformations to degree elevation and degree reduction

Application of Legendre Bernstein basis transformations to degree elevation and degree reduction Computer Aded Geometrc Desg 9 79 78 www.elsever.com/locate/cagd Applcato of Legedre Berste bass trasformatos to degree elevato ad degree reducto Byug-Gook Lee a Yubeom Park b Jaechl Yoo c a Dvso of Iteret

More information

UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS

UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS UNIVERSITY OF OSLO DEPARTMENT OF ECONOMICS Postpoed exam: ECON430 Statstcs Date of exam: Jauary 0, 0 Tme for exam: 09:00 a.m. :00 oo The problem set covers 5 pages Resources allowed: All wrtte ad prted

More information

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II]

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2014/2015 Academic Session June 2015 MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] Duration : 3 hours [Masa : 3 jam] Please check

More information

SULIT /. This questio paper cosists of questios. Kertas soala ii megadugi soala.. Aswer all questios. Jawab semua soala.. Give ol oe aswer for each qu

SULIT /. This questio paper cosists of questios. Kertas soala ii megadugi soala.. Aswer all questios. Jawab semua soala.. Give ol oe aswer for each qu SULIT / NAMA ANGKA GILIRAN PEPERIKSAAN PERCUBAAN SPM TAHUN 9 / ADDITIONAL MATHEMATICS Kertas September 9 jam Dua jam JANGAN BUKA KERTAS SOALAN INI SEHINGGA DIBERITAHU. Kertas soala ii adalah dalam dwibahasa..

More information

Taylor s Series and Interpolation. Interpolation & Curve-fitting. CIS Interpolation. Basic Scenario. Taylor Series interpolates at a specific

Taylor s Series and Interpolation. Interpolation & Curve-fitting. CIS Interpolation. Basic Scenario. Taylor Series interpolates at a specific CIS 54 - Iterpolato Roger Crawfs Basc Scearo We are able to prod some fucto, but do ot kow what t really s. Ths gves us a lst of data pots: [x,f ] f(x) f f + x x + August 2, 25 OSU/CIS 54 3 Taylor s Seres

More information

UNIVERSITI SAINS MALAYSIA. Second Semester Examination Academic Session 2004/2005. March 2005 MGM ANALYSIS [ANA LISIS]

UNIVERSITI SAINS MALAYSIA. Second Semester Examination Academic Session 2004/2005. March 2005 MGM ANALYSIS [ANA LISIS] UNIVERSITI SAINS MALAYSIA Second Semester Examination Academic Session 2004/2005 March 2005 MGM 501 - ANALYSIS [ANA LISIS] Duration : 3 hours [Masa : 3 jam] Please check that this examination paper consists

More information

MAT 263 Probability Theory [Teori Kebarangkalian]

MAT 263 Probability Theory [Teori Kebarangkalian] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2016/2017 Academic Session June 2017 MAT 263 Probability Theory [Teori Kebarangkalian] Duration : 3 hours [Masa : 3 jam] Please check that this examination

More information

Bezier curve and its application

Bezier curve and its application , 49-55 Receved: 2014-11-12 Accepted: 2015-02-06 Ole publshed: 2015-11-16 DOI: http://dx.do.org/10.15414/meraa.2015.01.02.49-55 Orgal paper Bezer curve ad ts applcato Duša Páleš, Jozef Rédl Slovak Uversty

More information

MAT 100 Foundation Mathematics [Asas Matematik]

MAT 100 Foundation Mathematics [Asas Matematik] UNIVERSITI SAINS MALAYSIA First Semester Examination Academic Session 015/016 December 015/January 016 MAT 100 Foundation Mathematics [Asas Matematik] Duration : 3 hours [Masa : 3 jam] Please check that

More information

UNIVERSITI SAINS MALAYSIA

UNIVERSITI SAINS MALAYSIA -1- [EUM 114/3] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2015/2016 Academic Session June 2016 EUM 114/3 KALKULUS KEJURUTERAAN LANJUTAN [ADVANED ENGINEERING ALULUS] Duration : 3 hours [Masa

More information

MGM 531 Euclidean Geometry [Geometri Euklidan]

MGM 531 Euclidean Geometry [Geometri Euklidan] UNIVERSITI SINS MLYSI First Semester Examination cademic Session 2015/2016 January 2016 MGM 531 Euclidean Geometry [Geometri Euklidan] Duration : 3 hours [Masa : 3 jam] Please check that this examination

More information

UNIVERSITI SAINS MALAYSIA. CIT562 Bioinformatics Computing [Perkomputeran Bioinformatik]

UNIVERSITI SAINS MALAYSIA. CIT562 Bioinformatics Computing [Perkomputeran Bioinformatik] UNIVERSITI SAINS MALAYSIA First Semester Examination 2015/2016 Academic Session December 2015/January 2016 CIT562 Bioinformatics Computing [Perkomputeran Bioinformatik] Duration : 2 hours [Masa : 2 jam]

More information

MST 565 Linear Models [Model Linear]

MST 565 Linear Models [Model Linear] UNIVERSITI SAINS MALAYSIA Second Semester Eamination 05/06 Academic Session June 06 MST 565 Linear Models [Model Linear] Duration : hours [Masa : jam] Please check that this eamination paper consists of

More information

IWK 302 WOOD ENGINEERING [KEJURUTERAAN KAYU]

IWK 302 WOOD ENGINEERING [KEJURUTERAAN KAYU] UNIVERSITI SAINS MALAYSIA Supplementary Semester Examination Academic Session 2009/2010 June 2010 IWK 302 WOOD ENGINEERING [KEJURUTERAAN KAYU] Duration: 3 hours [Masa: 3 jam] Please check that the examination

More information

MGM 502 Number Theory [Teori Nombor]

MGM 502 Number Theory [Teori Nombor] UNIVERSITI SAINS MALAYSIA Second Semester Examination 009/010 Academic Session Aril/May 010 MGM 50 Number Theory [Teori Nombor] Duration : 3 hours [Masa : 3 jam] Please check that this examination aer

More information

EAS 254E/3 Structural Analysis (Analisis Struktur)

EAS 254E/3 Structural Analysis (Analisis Struktur) UNIVERSITI SAINS MAAYSIA nd. Semester Examination /3 Academic Session Peperiksaan Semester Kedua Sidang Akademik /3 February / March 3 EAS 54E/3 Structural Analysis (Analisis Struktur) Time : 3 hours Masa

More information

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II]

MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2015/2016 Academic Session June 2016 MSG 389 Engineering Computation II [Pengiraan Kejuruteraan II] Duration : 3 hours [Masa : 3 jam] Please check

More information

EEE 230 ELEKTRONIK DIGIT II

EEE 230 ELEKTRONIK DIGIT II UNIVERSITI SAINS MALAYSIA Peperksaan Semester Kedua Sdang Akademk 2007/2008 Aprl 2008 EEE 230 ELEKTRONIK DIGIT II Masa : 3 Jam Sla pastkan kertas peperksaan n mengandung SEPULUH muka surat beserta EMPAT

More information

MAT Calculus [Kalkulus]

MAT Calculus [Kalkulus] UNIVERSITI SAINS MALAYSIA First Semester Eamination 9/ Academic Session November 9 MAT - Calculus [Kalkulus] Duration : 3 ours [Masa : 3 jam] Please ceck tat tis eamination paper consists of SEVEN pages

More information

St John s College. Preliminary Examinations July 2014 Mathematics Paper 1. Examiner: G Evans Time: 3 hrs Moderator: D Grigoratos Marks: 150

St John s College. Preliminary Examinations July 2014 Mathematics Paper 1. Examiner: G Evans Time: 3 hrs Moderator: D Grigoratos Marks: 150 St Joh s College Prelmar Eamatos Jul 04 Mathematcs Paper Eamer: G Evas Tme: 3 hrs Moderator: D Grgoratos Marks: 50 PLEASE READ THE FOLLOWING INSTRUCTIONS CAREFULLY. Ths questo paper cossts of pages, cludg

More information

Multiple Choice Test. Chapter Adequacy of Models for Regression

Multiple Choice Test. Chapter Adequacy of Models for Regression Multple Choce Test Chapter 06.0 Adequac of Models for Regresso. For a lear regresso model to be cosdered adequate, the percetage of scaled resduals that eed to be the rage [-,] s greater tha or equal to

More information

UNIVERSITI SAINS MALAYSIA. CPT115 Mathematical Methods for Computer Science [Kaedah Matematik bagi Sains Komputer]

UNIVERSITI SAINS MALAYSIA. CPT115 Mathematical Methods for Computer Science [Kaedah Matematik bagi Sains Komputer] UNIVERSITI SAINS MALAYSIA Second Semester Examination 2014/2015 Academic Session June 2015 CPT115 Mathematical Methods for Computer Science [Kaedah Matematik bagi Sains Komputer] Duration : 2 hours [Masa:

More information

MST 562 Stochastic Processes [Proses Stokastik]

MST 562 Stochastic Processes [Proses Stokastik] UNIVERSITI SAINS MALAYSIA First Semester Examination 2010/2011 Academic Session November 2010 MST 562 Stochastic Processes [Proses Stokastik] Duration : 3 hours [Masa : 3 jam] Please check that this examination

More information

IUK 107 CHEMISTRY FOR TECHNOLOGIST [KIMIA UNTUK TEKNOLOGIS]

IUK 107 CHEMISTRY FOR TECHNOLOGIST [KIMIA UNTUK TEKNOLOGIS] UNIVERSITI SAINS MALAYSIA First Semester Examination 2010/2011 Academic Session November 2010 IUK 107 CHEMISTRY FOR TECHNOLOGIST [KIMIA UNTUK TEKNOLOGIS] Duration: 3 hours Masa: [3 jam] Please check that

More information

HYPERBOLIC PARABOLOID SPLINE FOR SPATIAL DATA FITTING AND APPROXIMATION

HYPERBOLIC PARABOLOID SPLINE FOR SPATIAL DATA FITTING AND APPROXIMATION Joural of ure ad Appled Mathematcs: Advaces ad Applcatos Volume 8 Number ages 5-9 HYERBOLIC ARABOLOID SLINE FOR SAIAL DAA FIING AND AROXIMAION FENGFU ENG ad JIENG NIU School of Mathematcs ad Computatoal

More information

Lecture 12 APPROXIMATION OF FIRST ORDER DERIVATIVES

Lecture 12 APPROXIMATION OF FIRST ORDER DERIVATIVES FDM: Appromato of Frst Order Dervatves Lecture APPROXIMATION OF FIRST ORDER DERIVATIVES. INTRODUCTION Covectve term coservato equatos volve frst order dervatves. The smplest possble approach for dscretzato

More information

BERNSTEIN COLLOCATION METHOD FOR SOLVING NONLINEAR DIFFERENTIAL EQUATIONS. Aysegul Akyuz Dascioglu and Nese Isler

BERNSTEIN COLLOCATION METHOD FOR SOLVING NONLINEAR DIFFERENTIAL EQUATIONS. Aysegul Akyuz Dascioglu and Nese Isler Mathematcal ad Computatoal Applcatos, Vol. 8, No. 3, pp. 293-300, 203 BERNSTEIN COLLOCATION METHOD FOR SOLVING NONLINEAR DIFFERENTIAL EQUATIONS Aysegul Ayuz Dascoglu ad Nese Isler Departmet of Mathematcs,

More information

EEE REKABENTUK SISTEM KAWALAN

EEE REKABENTUK SISTEM KAWALAN UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Pertama Sidang Akademik 2003/2004 September/Oktober 2003 EEE 453 - REKABENTUK SISTEM KAWALAN Masa: 3 Jam SUa pastikan kertas peperiksaan ini mengandungi SEBELAS

More information

7.0 Equality Contraints: Lagrange Multipliers

7.0 Equality Contraints: Lagrange Multipliers Systes Optzato 7.0 Equalty Cotrats: Lagrage Multplers Cosder the zato of a o-lear fucto subject to equalty costrats: g f() R ( ) 0 ( ) (7.) where the g ( ) are possbly also olear fuctos, ad < otherwse

More information

EME 411 Numerical Methods For Engineers [Kaedah Berangka Untuk Jurutera]

EME 411 Numerical Methods For Engineers [Kaedah Berangka Untuk Jurutera] -1- [EMH 451/3] UNIVERSITI SAINS MALAYSIA First Semester Examination 2014/2015Academic Session December 2014 / January 2015 EME 411 Numerical Methods For Engineers [Kaedah Berangka Untuk Jurutera] Duration

More information

UNIVERSITI SAINS MALAYSIA EEE 354 SISTEM KAWALAN DIGIT

UNIVERSITI SAINS MALAYSIA EEE 354 SISTEM KAWALAN DIGIT UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Kedua Sidang Akademik 2010/2011 April/Mei 2011 EEE 354 SISTEM KAWALAN DIGIT Masa : 3 Jam Sila pastikan bahawa kertas peperiksaan ini mengandungi SEPULUH muka

More information

IUK 191E - Mathematic I [Matematik I]

IUK 191E - Mathematic I [Matematik I] UNIVERSITI SAINS MALAYSIA Supplementary Semester Examination Academic Session 2005/2006 June 2006 IUK 191E - Mathematic I [Matematik I] Duration: [Masa : 3 hours 3jam] Please check that this examination

More information

EEM 423 KEJURUTERAAN KEBOLEHPERCAYAAN

EEM 423 KEJURUTERAAN KEBOLEHPERCAYAAN UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Pertama Sidang Akademik 2010/2011 November 2010 EEM 423 KEJURUTERAAN KEBOLEHPERCAYAAN Masa : 3 jam ARAHAN KEPADA CALON: Sila pastikan bahawa kertas peperiksaan

More information

UNIVERSITI SAINS MALAYSIA

UNIVERSITI SAINS MALAYSIA UNIVERSITI SAINS MALAYSIA First Semester Examination Academic Session 2010/2011 November 2010 EBS 201/3 - Mineral Deposits [Mendapan Mineral] Duration : 3 hours [Masa : 3 jam] Please ensure that this examination

More information

(Kertas soalan ini mengandungi 5 soalan dalam 8 halaman yang bercetak) (This question paper consists of 5 questions on 8 printed pages)

(Kertas soalan ini mengandungi 5 soalan dalam 8 halaman yang bercetak) (This question paper consists of 5 questions on 8 printed pages) UNIVERSITI MALAYA UNIVERSITY OF MALAYA PEPERIKSAAN IJAZAH SARJANA MUDA SAINS EXAMINATION FOR THE DEGREE OF BACHELOR OF SCIENCE SESI AKADEMIK 2016/2017 ACADEMIC SESSION 2016/2017 : SEMESTER I : SEMESTER

More information

PGE 310: Formulation and Solution in Geosystems Engineering. Dr. Balhoff. Interpolation

PGE 310: Formulation and Solution in Geosystems Engineering. Dr. Balhoff. Interpolation PGE 30: Formulato ad Soluto Geosystems Egeerg Dr. Balhoff Iterpolato Numercal Methods wth MATLAB, Recktewald, Chapter 0 ad Numercal Methods for Egeers, Chapra ad Caale, 5 th Ed., Part Fve, Chapter 8 ad

More information

SMK DATUK HAJI ABDUL KADIR KEPALA BATAS PULAU PINANG PERCUBAAN SPM 2017 MATEMATIK TAMBAHAN KERTAS 2. Dua jam tiga puluh minit

SMK DATUK HAJI ABDUL KADIR KEPALA BATAS PULAU PINANG PERCUBAAN SPM 2017 MATEMATIK TAMBAHAN KERTAS 2. Dua jam tiga puluh minit NAMA : TINGKATAN : / MATEMATIK TAMBAHAN Kertas September 0 jam SMK DATUK HAJI ABDUL KADIR KEPALA BATAS PULAU PINANG PERCUBAAN SPM 0 MATEMATIK TAMBAHAN KERTAS Dua jam tiga puluh miit JANGAN BUKA KERTAS

More information

MATH 247/Winter Notes on the adjoint and on normal operators.

MATH 247/Winter Notes on the adjoint and on normal operators. MATH 47/Wter 00 Notes o the adjot ad o ormal operators I these otes, V s a fte dmesoal er product space over, wth gve er * product uv, T, S, T, are lear operators o V U, W are subspaces of V Whe we say

More information

IEK 212 PROCESS HEAT TRANSFER [PEMINDAHAN HABA PROSES]

IEK 212 PROCESS HEAT TRANSFER [PEMINDAHAN HABA PROSES] UNIVERSITI SAINS MALAYSIA Supplementary Semester Examination Academic Session 2009/2010 June 2010 IEK 212 PROCESS HEAT TRANSFER [PEMINDAHAN HABA PROSES] Duration: 3 hours [Masa: 3 jam] Please check that

More information

3D Geometry for Computer Graphics. Lesson 2: PCA & SVD

3D Geometry for Computer Graphics. Lesson 2: PCA & SVD 3D Geometry for Computer Graphcs Lesso 2: PCA & SVD Last week - egedecomposto We wat to lear how the matrx A works: A 2 Last week - egedecomposto If we look at arbtrary vectors, t does t tell us much.

More information

IWK 302 Wood Engineering [Kejuruteraan Kayu]

IWK 302 Wood Engineering [Kejuruteraan Kayu] UNIVERSITI SAINS MALAYSIA Second Semester Examination Academic Session 2009/2010 April/May 2010 IWK 302 Wood Engineering [Kejuruteraan Kayu] Duration: 3 hours [Masa: 3 jam] Please check that this examination

More information

AN UPPER BOUND FOR THE PERMANENT VERSUS DETERMINANT PROBLEM BRUNO GRENET

AN UPPER BOUND FOR THE PERMANENT VERSUS DETERMINANT PROBLEM BRUNO GRENET AN UPPER BOUND FOR THE PERMANENT VERSUS DETERMINANT PROBLEM BRUNO GRENET Abstract. The Permaet versus Determat problem s the followg: Gve a matrx X of determates over a feld of characterstc dfferet from

More information

UNIVERSITI SAINS MALAYSIA. CCS513 Computer Vision and Image Analysis [Penglihatan Komputer dan Analisis Imej]

UNIVERSITI SAINS MALAYSIA. CCS513 Computer Vision and Image Analysis [Penglihatan Komputer dan Analisis Imej] UNIVERSITI SAINS MALAYSIA First Semester Examination 2016/2017 Academic Session December 2016 / January 2017 CCS513 Computer Vision and Image Analysis [Penglihatan Komputer dan Analisis Imej] Duration

More information

Chapter 5. Curve fitting

Chapter 5. Curve fitting Chapter 5 Curve ttg Assgmet please use ecell Gve the data elow use least squares regresso to t a a straght le a power equato c a saturato-growthrate equato ad d a paraola. Fd the r value ad justy whch

More information

UNIVERSITI SAINS MALAYSIA. Peperiksaan Semester Kedua. Sidang Akademik 1996/97. April Masa : [ 2 jam]

UNIVERSITI SAINS MALAYSIA. Peperiksaan Semester Kedua. Sidang Akademik 1996/97. April Masa : [ 2 jam] UNIVERSITI SAINS MALAYSIA Peperiksaan Semester Kedua Sidang Akademik 1996/97 April 1997 EBS 20412 - KINtA ANALIIIS Masa : [ 2 jam] Arahan Kepada Calon : Kertas soalan ini mengandun9i ENAM (6) muka surat

More information

F. Inequalities. HKAL Pure Mathematics. 進佳數學團隊 Dr. Herbert Lam 林康榮博士. [Solution] Example Basic properties

F. Inequalities. HKAL Pure Mathematics. 進佳數學團隊 Dr. Herbert Lam 林康榮博士. [Solution] Example Basic properties 進佳數學團隊 Dr. Herbert Lam 林康榮博士 HKAL Pure Mathematcs F. Ieualtes. Basc propertes Theorem Let a, b, c be real umbers. () If a b ad b c, the a c. () If a b ad c 0, the ac bc, but f a b ad c 0, the ac bc. Theorem

More information

UNIVERSITI SAINS MALAYSIA. Supplementary Semester Examination Academic Session 2004/2005. May IUK 291E - Mathematic I1 [Matematik II]

UNIVERSITI SAINS MALAYSIA. Supplementary Semester Examination Academic Session 2004/2005. May IUK 291E - Mathematic I1 [Matematik II] UNIVERSITI SAINS MALAYSIA Supplementary Semester Examination Academic Session 2004/2005 May 2005 IUK 291E - Mathematic I1 [Matematik II] Duration: 3 hours [Masa: 3jamJ Please check that this examination

More information