Elementary work, Newton law and Euler-Lagrange equations

Size: px
Start display at page:

Download "Elementary work, Newton law and Euler-Lagrange equations"

Transcription

1 Elementary work, Newton law and Euler-Lagrange equatons Constantn Udrşte, Oltn Dogaru, Ionel Ţevy, Dumtru Bala Abstract. The am of ths paper s to show a geometrcal connecton between elementary mechancal work, Newton law and Euler-Lagrange ODEs or PDEs. The sngle-tme case s wellknown, but the multtme case s analyzed here for the frst tme. Secton 1 ntroduces the Newton law va a covarant vector or va a tensoral 1-form. Secton 2 shows that the untemporal Euler-Lagrange ODEs can be obtaned from mechancal work and sngle-tme Newton law. Secton 3 descrbes the Noether Frst Integrals n the untemporal Lagrangan dynamcs. Secton 4 shows that the multtemporal Euler-Lagrange PDEs can be obtaned from the mechancal work and multtme Newton law. Secton 5 descrbes the Frst Integrals n multtemporal ant-trace Lagrangan dynamcs. M.S.C. 2010: 70H03, 70H05, 53C40. Key words: mechancal work; Newton law; Euler-Lagrange ODEs or PDEs; submanfold. 1 Elementary work and Newton law Let y = (y I, I = 1,..., N, be an arbtrary pont n R N. In case of forces defned on R N, the elementary mechancal work can be wrtten as an 1-form ω = f I (ydy I. On a submanfold M of dmenson n n R N, descrbed by the equatons y I = y I (x, x = (x, = 1,..., n, we have dy I = yi dx. Consequently, t appears the pull-back ω = F (xdx, F (x = f I (y(x yi (x. Sngle-tme Newton law. Introducng the tme t, we can wrte the untemporal Newton law on R N as equalty of 1-forms f I = mδ IJ dẏ J dt. Balkan Journal of Geometry and Its Applcatons, Vol.15, No.2, 2010, pp (electronc verson; pp (prnted verson. c Balkan Socety of Geometers, Geometry Balkan Press 2010.

2 Elementary work, Newton law and Euler-Lagrange equatons 101 The representaton of untemporal Newton law on the submanfold M s (1.1 F = mδ IJ dẏ I dt y J. Multtme Newton law. Introducng the multtme t = (t α, α = 1,..., m, we can wrte the multtemporal (tensoral Newton law as equalty of 1-forms 2 y J f I = mδ IJ δ α t α t. The representaton multtemporal Newton law on the submanfold M s F = mδ IJ δ α 2 y I y J t α t. An ant-trace of the force F s the Newton tensoral 1-form (1.2 F σ α = mδ IJ δ σ 2 y I t α t y J, wth F = F α α. 2 Sngle-tme Euler-Lagrange ODEs obtaned from mechancal work Lookng at the Newton law (1.1 and usng the operator d dt, we observe the dentty δ IJ dẏ I dt y J = d dt (δ IJ ẏ I yj δ IJ ẏ I d y J dt or otherwse Consequently δ IJ dẏ I dt y J = d dt F m = d dt (δ IJ ẏ I yj δ IJ ẏ I dy J dt. (δ IJ ẏ I yj δ IJ ẏ I ẏj. Snce ẏ I = yi ẋ, the Jacoban matrx satsfes yi or F = d dt F m = d dt = ẏi ẋ. Hence (δ IJ ẏ I ẏj ẋ δ IJ ẏ I ẏj ( ( m ẋ 2 δ IJẏ I ẏ J ( m 2 δ IJẏ I ẏ J. If we use the knetc energy T = m 2 δ IJẏ I ẏ J, we can wrte F = d T dt ẋ T. Now, we suppose that the pullback ω = F (xdx s a completely ntegrable (closed 1-form,.e., t s assocated to a conservatve force. Settng ω = dv = V dx,.e.,

3 102 Constantn Udrşte, Oltn Dogaru, Ionel Ţevy, Dumtru Bala F = V and ntroducng the Lagrangan L = T V, t follows the Euler-Lagrange ODEs d dt ẋ = 0, whose solutons are the curves x(t. Partcularly, the prevous theory survve for any changng of coordnates. Summng up, for sngle-tme case, t appears the followng Theorem. 1 A constraned conservatve movement s descrbed by the Euler- Lagrange ODEs. 2 For conservatve systems, the Euler-Lagrange ODEs represents the nvarant form of Newton law, wth or wthout constrants. 3 Frst ntegrals n sngle-tme Lagrangan dynamcs If L(x(t, ( ẋ(t s an autonomous Lagrangan, satsfyng the regularty condton det 2 L ẋ ẋ 0 (see the Legendran dualty, then the Hamltonan j or shortly H(x, p = ẋ (x, p (x, ẋ(x, p L(x, ẋ(x, p ẋ H(x, p = p ẋ (x, p L(x, p s a frst ntegral both for Euler-Lagrange and Hamlton equatons. Whch chances we have to fnd new frst ntegrals? Noether Theorem Let T (t, x be the flow generated by the C 1 vector feld X(x = (X (x. If the autonomous Lagrangan L s nvarant under ths flow, then the functon I(x, ẋ = ẋ (x, ẋx (x s a frst ntegral of the movement generated by the Lagrangan L. Proof. We denote x s (t = T (s, x(t. The nvarance of L means 0 = dl ds (x s(t, ẋ s (t s=0 = (x(t, ẋ(t X ẋ j (x(tẋj (t + (x(t, ẋ(tx (x(t. Consequently, by the dervaton formulas and by the Euler-Lagrange equatons, we fnd ( di d (x(t, ẋ(t = (x, ẋ X (x + (x, ẋ X dt dt ẋ ẋ j (xẋj ( d = (x, ẋ (x, ẋ X (x = 0. dt ẋ In ths way, the functon I(x, ẋ s a frst ntegral.

4 Elementary work, Newton law and Euler-Lagrange equatons Multtme Euler-Lagrange PDEs obtaned from the mechancal work We start from the Newton law (1.2. Now we use the dentty δ IJ δ σ 2 y I y J t α t = D σ yi y α (δ J ( σ yi y J IJ δ t δ IJ δ t D α or otherwse Snce 1 m F α σ σ yi y = D α (δ J σ yi IJ δ t δ IJ δ t the Jacoban matrx satsfes It follows or or y I t γ y I γ λ = yi t γ, = yi δλ γ. ( y J t α ( Fαδ σ γ λ σ yi y J ( = D α mδ IJ δ t δλ σ yi y J γ mδ IJ δ t t α δλ γ F σ αδ λ γ = D α ( σ yi yγ J mδ IJ δ t δγ λ λ. ( m 2 δ σ yi y J t t α δλ γ ( ( m Fαδ σ γ λ = D α λ 2 δ σ yi y J t t γ ( m 2 δ σ yi y J t t α δλ γ. Contractng λ wth α and σ wth γ, we fnd ( ( m Fα α = F = D α α 2 δ γ yi y J t t γ If we use the multtemporal knetc energy then we can wrte T = m 2 δ γ yi y J t t γ, T F = D α T α. ( m 2 δ γ yi y J t t γ. Now, we suppose that the pullback ω = F (xdx s a completely ntegrable (closed 1-form,.e., t s assocated to a conservatve force. Settng ω = dv = V dx,.e., F = V and ntroducng the Lagrangan L = T V, t follows the multtemporal Euler-Lagrange PDEs D α α = 0,

5 104 Constantn Udrşte, Oltn Dogaru, Ionel Ţevy, Dumtru Bala whose solutons are m-sheets x(t. Partcularly, the prevous theory survve for any changng of coordnates. Summng up, for multtme case, t appears the followng Theorem. 1 A constraned conservatve movement s descrbed by the Euler- Lagrange PDEs. 2 For conservatve systems, the Euler-Lagrange PDEs represents the nvarant form of Newton law, wth or wthout constrants. 5 Frst ntegrals n multtme Lagrangan dynamcs An autonomous multtme Lagrangan s a functon of the form L(x, x γ. We reconsder the multtme ant-trace Euler-Lagrange PDEs ([4], [5] δγ D γ = 0, (At E L n order to ntroduce multtemporal ant-trace Hamlton PDEs. Lagrangan L(x, x γ (x, p, satsfyng the regularty condton ( 2 L det α j 0 Startng from the (see the Legendran dualty, defne the Hamltonan H(x, p = x α(x, p (x, x γ (x, p L(x, x γ (x, p α or shortly H(x, p = p α x α(x, p L(x, p. Theorem (multtme ant-trace Hamlton PDEs Let x( be a soluton of multtemporal ant-trace Euler-Lagrange PDEs (At E L. Defne p( = (p α ( va Legendran dualty. Then the par x(, p( s a soluton of multtemporal ant-trace Hamlton PDEs H (t = t p (x(t, p(t, p α t (t = H δα (x(t, p(t. (At H Moreover, f the Lagrangan L(x, x γ (x, p s autonomous, then the Hamltonan H(x, p s a frst ntegral of the system (At-H. Here we have a system of nm(m + 1 PDEs of frst order wth n(1 + m unknown functons x (, p α (. Proof.: We fnd H(x, p = L(x, x γ(x, p.

6 Elementary work, Newton law and Euler-Lagrange equatons 105 By hypothess p α (t = (x(t, x γ (t f and only f α t (t = x α α (x(t, p(t. Consequently, multtemporal ant-trace Euler-Lagrange PDEs (At E L mply p α t (t = δ α (x(t, x γ (t = δ α (x(t, x γ (x(t, p(t = δ α H (x(t, p(t,.e., we fnd the multtemporal ant-trace Hamlton PDEs on the second place, Moreover, the equalty H p α On the other hand, p α (t = p α t (t = H δα (x(t, p(t. (x, p = x α(x, p produces H (x(t, p(t = x α(x(t, p(t. (x(t, x γ (t and so x α (t = x α (x(t, p(t. In ths α way, t appears the multtemporal ant-trace Hamlton PDEs on the frst place, p α H (t = t p (x(t, p(t. Snce the Hamltonan s autonomous, usng multtemporal ant-trace Hamlton PDEs, we fnd D γ H = H t γ + H p λ p λ t γ = 0. If the Lagrangan s autonomous, then the Hamltonan s a frst ntegral both for multtemporal ant-trace Euler-Lagrange PDEs and multtemporal ant-trace Hamlton PDEs. Whch chances we have to fnd new frst ntegrals? Theorem Let T (t, x be the m-flow generated by the C 1 vector felds X α (x = (Xα(x. If the autonomous Lagrangan L s nvarant under ths flow, then the functon I(x, x γ = (x, x γ X(x s a frst ntegral of the movement generated by the Lagrangan L va multtemporal ant-trace Euler-Lagrange PDEs. Proof. We denote x s (t = T (s, x(t. The nvarance of L means 0 = D α L(x s (t, x sγ (t s=0 = (x(t, x γ (t X j (x(txj α(t+ (x(t, x γ(txα(x(t. Consequently, by dervaton formulas and by multtemporal ant-trace Euler-Lagrange PDEs, we fnd ( D α I(x(t, x γ (t = D α (x, x γ X(x + (x, x γ X j (xxj α ( = D α ẋ (x, x γ (x, x γδα X(x = 0. In ths way, the functon I(x, x γ s a frst ntegral.

7 106 Constantn Udrşte, Oltn Dogaru, Ionel Ţevy, Dumtru Bala 6 Concluson The results explaned n the prevous sectons show that the Euler-Lagrange ODEs or PDEs, for the Lagrangan L = T V, can be obtaned usng the elementary mechancal work, Newton law and technques from dfferental geometry. On the other hand, the Euler-Lagrange ODEs or PDEs are usually ntroduced va varatonal calculus [16]. It follows that the conservatve Newton law s nvarant representable as Euler-Lagrange equatons. Other results regardng the multtemporal Euler-Lagrange or Hamlton PDEs can be found n our papers [2]-[15]. Acknowledgements. Partally supported by Unversty Poltehnca of Bucharest, and by Academy of Romanan Scentsts. References [1] A. Ptea, Null Lagrangan forms on 2-nd order jet bundles, J. Adv. Math. Studes, 3, 1 (2010, [2] A. Ptea, C. Udrşte, Şt. Mttelu, P DI&P DE-constraned optmzaton problems wth curvlnear functonal quotents as objectve vectors, Balkan J. Geom. Appl. 14, 2 (2009, [3] C. Udrşte, Mult-tme maxmum prncple, Short Communcaton, Internatonal Congress of Mathematcans, Madrd, August 22-30, ICM Abstracts, 2006, p. 47, Plenary Lecture at 6-th WSEAS Internatonal Conference on Crcuts, Systems, Electroncs, Control&Sgnal Processng (CSECS 07, p and 12-th WSEAS Internatonal Conference on Appled Mathematcs, Caro, Egypt, December 29-31, 2007, p.. [4] C. Udrşte, I. Ţevy, Mult-tme Euler-Lagrange-Hamlton theory, WSEAS Transactons on Mathematcs, 6, 6 (2007, [5] C. Udrşte, I. Ţevy, Mult-tme Euler-Lagrange dynamcs, Proceedngs of the 7th WSEAS Internatonal Conference on Systems Theory and Scentfc Computaton (ISTASC 07, Voulagmen Beach, Athens, Greece, August 24-26, 2007, [6] C. Udrşte, Controllablty and observablty of multtme lnear PDE systems, Proceedngs of The Sxth Congress of Romanan Mathematcans, Bucharest, Romana, June 28 - July 4, 2007, vol. 1, [7] C. Udrşte, Mult-tme stochastc control theory, Selected Topcs on Crcuts, Systems, Electroncs, Control&Sgnal Processng, Proceedngs of the 6-th WSEAS Internatonal Conference on Crcuts, Systems, Electroncs, Control&Sgnal Processng (CSECS 07, Caro, Egypt, December 29-31, 2007, [8] C. Udrşte, Fnsler optmal control and Geometrc Dynamcs, Mathematcs and Computers n Scence and Engneerng, Proceedngs of the Amercan Conference on Appled Mathematcs, Cambrdge, Massachusetts, 2008, [9] C. Udrşte, Lagrangans constructed from Hamltonan systems, Mathematcs a Computers n Busness and Economcs, Proceedngs of the 9th WSEAS Internatonal Conference on Mathematcs a Computers n Busness and Economcs (MCBE-08, Bucharest, Romana, June 24-26, 2008,

8 Elementary work, Newton law and Euler-Lagrange equatons 107 [10] C. Udrşte, Multtme controllablty, observablty and bang-bang prncple, Journal of Optmzaton Theory and Applcatons 139, 1(2008, [11] C. Udrşte, L. Mate, Lagrange-Hamlton Theores (n Romanan, Monographs and Textbooks 8, Geometry Balkan Press, Bucharest, [12] C. Udrste, O. Dogaru, I. Tevy, Null Lagrangan forms and Euler-Lagrange PDEs, J. Adv. Math. Studes, 1, 1-2 (2008, [13] C. Udrşte, Smplfed multtme maxmum prncple, Balkan J. Geom. Appl. 14, 1 (2009, [14] C. Udrşte, Nonholonomc approach of multtme maxmum prncple, Balkan J. Geom. Appl. 14, 2 (2009, [15] C. Udrşte, I. Ţevy, Multtme Lnear-Quadratc Regulator Problem Based on Curvlnear Integral, Balkan J. Geom. Appl. 14, 2 (2009, [16] E. T. Whttaker, A Treatse on The Analytcal Dynamcs of Partcles & Rgd Bodes, Cambrdge Unversty Press, Authors addresses: Constantn Udrşte, Oltn Dogaru and Ionel Tevy Unversty Poltehnca of Bucharest, Faculty of Appled Scences, Department of Mathematcs-Informatcs I, 313 Splaul Independente, Bucharest, Romana. E-mal: udrste@mathem.pub.ro, anet.udr@yahoo.com; oltn.hora@yahoo.com; vascatevy@yahoo.fr Dumtru Bala Drobeta Turnu Severn, 4 Aleea Prvghetorlor, Bl. T3, Sc. 3, Ap. 14, Jud. Mehednţ, Romana. E-mal: dumtru bala@yahoo.com

Multi-Time Euler-Lagrange Dynamics

Multi-Time Euler-Lagrange Dynamics Proceedngs of the 7th WSEAS Internatonal Conference on Systems Theory and Scentfc Computaton, Athens, Greece, August 24-26, 2007 66 Mult-Tme Euler-Lagrange Dynamcs CONSTANTIN UDRISTE Unversty Poltehnca

More information

Integrals and Invariants of Euler-Lagrange Equations

Integrals and Invariants of Euler-Lagrange Equations Lecture 16 Integrals and Invarants of Euler-Lagrange Equatons ME 256 at the Indan Insttute of Scence, Bengaluru Varatonal Methods and Structural Optmzaton G. K. Ananthasuresh Professor, Mechancal Engneerng,

More information

Integrals and Invariants of

Integrals and Invariants of Lecture 16 Integrals and Invarants of Euler Lagrange Equatons NPTEL Course Varatonal Methods and Structural Optmzaton G. K. Ananthasuresh Professor, Mechancal Engneerng, Indan Insttute of Scence, Banagalore

More information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

Three views of mechanics

Three views of mechanics Three vews of mechancs John Hubbard, n L. Gross s course February 1, 211 1 Introducton A mechancal system s manfold wth a Remannan metrc K : T M R called knetc energy and a functon V : M R called potental

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

Equivalence of multitime optimal control problems

Equivalence of multitime optimal control problems Equivalence of multitime optimal control problems Constantin Udrişte Abstract. Many science and engineering problems can be formulated as optimization problems that are governed by m-flow type P DEs (multitime

More information

Nonclassical Electromagnetic Dynamics

Nonclassical Electromagnetic Dynamics Nonclasscal Electromagnetc Dynamcs CONSTANTIN UDRISTE Unversty Poltehnca of Bucharest Department of Mathematcs Splaul Independente 313 06004 Bucharest ROMANIA udrste@mathem.pub.ro DOREL ZUGRAVESCU Insttute

More information

2-π STRUCTURES ASSOCIATED TO THE LAGRANGIAN MECHANICAL SYSTEMS UDC 531.3: (045)=111. Victor Blãnuţã, Manuela Gîrţu

2-π STRUCTURES ASSOCIATED TO THE LAGRANGIAN MECHANICAL SYSTEMS UDC 531.3: (045)=111. Victor Blãnuţã, Manuela Gîrţu FACTA UNIVERSITATIS Seres: Mechancs Automatc Control and Robotcs Vol. 6 N o 1 007 pp. 89-95 -π STRUCTURES ASSOCIATED TO THE LAGRANGIAN MECHANICAL SYSTEMS UDC 531.3:53.511(045)=111 Vctor Blãnuţã Manuela

More information

Projective change between two Special (α, β)- Finsler Metrics

Projective change between two Special (α, β)- Finsler Metrics Internatonal Journal of Trend n Research and Development, Volume 2(6), ISSN 2394-9333 www.jtrd.com Projectve change between two Specal (, β)- Fnsler Metrcs Gayathr.K 1 and Narasmhamurthy.S.K 2 1 Assstant

More information

Canonical transformations

Canonical transformations Canoncal transformatons November 23, 2014 Recall that we have defned a symplectc transformaton to be any lnear transformaton M A B leavng the symplectc form nvarant, Ω AB M A CM B DΩ CD Coordnate transformatons,

More information

Acta Mathematica Academiae Paedagogicae Nyíregyháziensis 24 (2008), ISSN

Acta Mathematica Academiae Paedagogicae Nyíregyháziensis 24 (2008), ISSN Acta Mathematca Academae Paedagogcae Nyíregyházenss 24 (2008), 65 74 www.ems.de/journals ISSN 1786-0091 ON THE RHEONOMIC FINSLERIAN MECHANICAL SYSTEMS CAMELIA FRIGIOIU Abstract. In ths paper t wll be studed

More information

A Local Variational Problem of Second Order for a Class of Optimal Control Problems with Nonsmooth Objective Function

A Local Variational Problem of Second Order for a Class of Optimal Control Problems with Nonsmooth Objective Function A Local Varatonal Problem of Second Order for a Class of Optmal Control Problems wth Nonsmooth Objectve Functon Alexander P. Afanasev Insttute for Informaton Transmsson Problems, Russan Academy of Scences,

More information

Lagrange Multipliers. A Somewhat Silly Example. Monday, 25 September 2013

Lagrange Multipliers. A Somewhat Silly Example. Monday, 25 September 2013 Lagrange Multplers Monday, 5 September 013 Sometmes t s convenent to use redundant coordnates, and to effect the varaton of the acton consstent wth the constrants va the method of Lagrange undetermned

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 151 Lecture 3 Lagrange s Equatons (Goldsten Chapter 1) Hamlton s Prncple (Chapter 2) What We Dd Last Tme! Dscussed mult-partcle systems! Internal and external forces! Laws of acton and

More information

A new Approach for Solving Linear Ordinary Differential Equations

A new Approach for Solving Linear Ordinary Differential Equations , ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of

More information

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0 MODULE 2 Topcs: Lnear ndependence, bass and dmenson We have seen that f n a set of vectors one vector s a lnear combnaton of the remanng vectors n the set then the span of the set s unchanged f that vector

More information

Georgia Tech PHYS 6124 Mathematical Methods of Physics I

Georgia Tech PHYS 6124 Mathematical Methods of Physics I Georga Tech PHYS 624 Mathematcal Methods of Physcs I Instructor: Predrag Cvtanovć Fall semester 202 Homework Set #7 due October 30 202 == show all your work for maxmum credt == put labels ttle legends

More information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,

More information

ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY

ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY CIPRIAN ACATRINEI Natonal Insttute of Nuclear Physcs and Engneerng P.O. Box MG-6, 07725-Bucharest, Romana E-mal: acatrne@theory.npne.ro. Receved March 6, 2008

More information

High-Order Hamilton s Principle and the Hamilton s Principle of High-Order Lagrangian Function

High-Order Hamilton s Principle and the Hamilton s Principle of High-Order Lagrangian Function Commun. Theor. Phys. Bejng, Chna 49 008 pp. 97 30 c Chnese Physcal Socety Vol. 49, No., February 15, 008 Hgh-Orer Hamlton s Prncple an the Hamlton s Prncple of Hgh-Orer Lagrangan Functon ZHAO Hong-Xa an

More information

Finslerian Nonholonomic Frame For Matsumoto (α,β)-metric

Finslerian Nonholonomic Frame For Matsumoto (α,β)-metric Internatonal Journal of Mathematcs and Statstcs Inventon (IJMSI) E-ISSN: 2321 4767 P-ISSN: 2321-4759 ǁ Volume 2 ǁ Issue 3 ǁ March 2014 ǁ PP-73-77 Fnsleran Nonholonomc Frame For Matsumoto (α,)-metrc Mallkarjuna

More information

Calculus of Variations Basics

Calculus of Variations Basics Chapter 1 Calculus of Varatons Bascs 1.1 Varaton of a General Functonal In ths chapter, we derve the general formula for the varaton of a functonal of the form J [y 1,y 2,,y n ] F x,y 1,y 2,,y n,y 1,y

More information

Poisson brackets and canonical transformations

Poisson brackets and canonical transformations rof O B Wrght Mechancs Notes osson brackets and canoncal transformatons osson Brackets Consder an arbtrary functon f f ( qp t) df f f f q p q p t But q p p where ( qp ) pq q df f f f p q q p t In order

More information

LAGRANGIAN MECHANICS

LAGRANGIAN MECHANICS LAGRANGIAN MECHANICS Generalzed Coordnates State of system of N partcles (Newtonan vew): PE, KE, Momentum, L calculated from m, r, ṙ Subscrpt covers: 1) partcles N 2) dmensons 2, 3, etc. PE U r = U x 1,

More information

PHYS 705: Classical Mechanics. Newtonian Mechanics

PHYS 705: Classical Mechanics. Newtonian Mechanics 1 PHYS 705: Classcal Mechancs Newtonan Mechancs Quck Revew of Newtonan Mechancs Basc Descrpton: -An dealzed pont partcle or a system of pont partcles n an nertal reference frame [Rgd bodes (ch. 5 later)]

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

Chapter Newton s Method

Chapter Newton s Method Chapter 9. Newton s Method After readng ths chapter, you should be able to:. Understand how Newton s method s dfferent from the Golden Secton Search method. Understand how Newton s method works 3. Solve

More information

Lecture 10 Support Vector Machines II

Lecture 10 Support Vector Machines II Lecture 10 Support Vector Machnes II 22 February 2016 Taylor B. Arnold Yale Statstcs STAT 365/665 1/28 Notes: Problem 3 s posted and due ths upcomng Frday There was an early bug n the fake-test data; fxed

More information

Analytical classical dynamics

Analytical classical dynamics Analytcal classcal ynamcs by Youun Hu Insttute of plasma physcs, Chnese Acaemy of Scences Emal: yhu@pp.cas.cn Abstract These notes were ntally wrtten when I rea tzpatrck s book[] an were later revse to

More information

The Order Relation and Trace Inequalities for. Hermitian Operators

The Order Relation and Trace Inequalities for. Hermitian Operators Internatonal Mathematcal Forum, Vol 3, 08, no, 507-57 HIKARI Ltd, wwwm-hkarcom https://doorg/0988/mf088055 The Order Relaton and Trace Inequaltes for Hermtan Operators Y Huang School of Informaton Scence

More information

Solutions to exam in SF1811 Optimization, Jan 14, 2015

Solutions to exam in SF1811 Optimization, Jan 14, 2015 Solutons to exam n SF8 Optmzaton, Jan 4, 25 3 3 O------O -4 \ / \ / The network: \/ where all lnks go from left to rght. /\ / \ / \ 6 O------O -5 2 4.(a) Let x = ( x 3, x 4, x 23, x 24 ) T, where the varable

More information

Solutions HW #2. minimize. Ax = b. Give the dual problem, and make the implicit equality constraints explicit. Solution.

Solutions HW #2. minimize. Ax = b. Give the dual problem, and make the implicit equality constraints explicit. Solution. Solutons HW #2 Dual of general LP. Fnd the dual functon of the LP mnmze subject to c T x Gx h Ax = b. Gve the dual problem, and make the mplct equalty constrants explct. Soluton. 1. The Lagrangan s L(x,

More information

VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES

VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES VARIATION OF CONSTANT SUM CONSTRAINT FOR INTEGER MODEL WITH NON UNIFORM VARIABLES BÂRZĂ, Slvu Faculty of Mathematcs-Informatcs Spru Haret Unversty barza_slvu@yahoo.com Abstract Ths paper wants to contnue

More information

Lesson 5: Kinematics and Dynamics of Particles

Lesson 5: Kinematics and Dynamics of Particles Lesson 5: Knematcs and Dynamcs of Partcles hs set of notes descrbes the basc methodology for formulatng the knematc and knetc equatons for multbody dynamcs. In order to concentrate on the methodology and

More information

MAXIMAL INVARIANT SUBSPACES AND OBSERVABILITY OF MULTIDIMENSIONAL SYSTEMS. PART 2: THE ALGORITHM

MAXIMAL INVARIANT SUBSPACES AND OBSERVABILITY OF MULTIDIMENSIONAL SYSTEMS. PART 2: THE ALGORITHM U.P.B. Sc. Bull., Seres A, Vol. 80, Iss. 1, 2018 ISSN 1223-7027 MAXIMAL INVARIANT SUBSPACES AND OBSERVABILITY OF MULTIDIMENSIONAL SYSTEMS. PART 2: THE ALGORITHM Valeru Prepelţă 1, Tberu Vaslache 2 The

More information

Lecture 20: Noether s Theorem

Lecture 20: Noether s Theorem Lecture 20: Noether s Theorem In our revew of Newtonan Mechancs, we were remnded that some quanttes (energy, lnear momentum, and angular momentum) are conserved That s, they are constant f no external

More information

Mathematical Preparations

Mathematical Preparations 1 Introducton Mathematcal Preparatons The theory of relatvty was developed to explan experments whch studed the propagaton of electromagnetc radaton n movng coordnate systems. Wthn expermental error the

More information

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 )

Yong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 ) Kangweon-Kyungk Math. Jour. 4 1996), No. 1, pp. 7 16 AN ITERATIVE ROW-ACTION METHOD FOR MULTICOMMODITY TRANSPORTATION PROBLEMS Yong Joon Ryang Abstract. The optmzaton problems wth quadratc constrants often

More information

ON THE JACOBIAN CONJECTURE

ON THE JACOBIAN CONJECTURE v v v Far East Journal of Mathematcal Scences (FJMS) 17 Pushpa Publshng House, Allahabad, Inda http://www.pphm.com http://dx.do.org/1.17654/ms1111565 Volume 11, Number 11, 17, Pages 565-574 ISSN: 97-871

More information

A PROBABILITY-DRIVEN SEARCH ALGORITHM FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS

A PROBABILITY-DRIVEN SEARCH ALGORITHM FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS HCMC Unversty of Pedagogy Thong Nguyen Huu et al. A PROBABILITY-DRIVEN SEARCH ALGORITHM FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS Thong Nguyen Huu and Hao Tran Van Department of mathematcs-nformaton,

More information

CHAPTER 5: Lie Differentiation and Angular Momentum

CHAPTER 5: Lie Differentiation and Angular Momentum CHAPTER 5: Le Dfferentaton and Angular Momentum Jose G. Vargas 1 Le dfferentaton Kähler s theory of angular momentum s a specalzaton of hs approach to Le dfferentaton. We could deal wth the former drectly,

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

Group Analysis of Ordinary Differential Equations of the Order n>2

Group Analysis of Ordinary Differential Equations of the Order n>2 Symmetry n Nonlnear Mathematcal Physcs 997, V., 64 7. Group Analyss of Ordnary Dfferental Equatons of the Order n> L.M. BERKOVICH and S.Y. POPOV Samara State Unversty, 4430, Samara, Russa E-mal: berk@nfo.ssu.samara.ru

More information

A Hybrid Variational Iteration Method for Blasius Equation

A Hybrid Variational Iteration Method for Blasius Equation Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method

More information

CHAPTER 6. LAGRANGE S EQUATIONS (Analytical Mechanics)

CHAPTER 6. LAGRANGE S EQUATIONS (Analytical Mechanics) CHAPTER 6 LAGRANGE S EQUATIONS (Analytcal Mechancs) 1 Ex. 1: Consder a partcle movng on a fxed horzontal surface. r P Let, be the poston and F be the total force on the partcle. The FBD s: -mgk F 1 x O

More information

Quantum Mechanics I Problem set No.1

Quantum Mechanics I Problem set No.1 Quantum Mechancs I Problem set No.1 Septembe0, 2017 1 The Least Acton Prncple The acton reads S = d t L(q, q) (1) accordng to the least (extremal) acton prncple, the varaton of acton s zero 0 = δs = t

More information

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582

NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 NMT EE 589 & UNM ME 48/58 ROBOT ENGINEERING Dr. Stephen Bruder NMT EE 589 & UNM ME 48/58 7. Robot Dynamcs 7.5 The Equatons of Moton Gven that we wsh to fnd the path q(t (n jont space) whch mnmzes the energy

More information

The Minimum Universal Cost Flow in an Infeasible Flow Network

The Minimum Universal Cost Flow in an Infeasible Flow Network Journal of Scences, Islamc Republc of Iran 17(2): 175-180 (2006) Unversty of Tehran, ISSN 1016-1104 http://jscencesutacr The Mnmum Unversal Cost Flow n an Infeasble Flow Network H Saleh Fathabad * M Bagheran

More information

Lecture 6/7 (February 10/12, 2014) DIRAC EQUATION. The non-relativistic Schrödinger equation was obtained by noting that the Hamiltonian 2

Lecture 6/7 (February 10/12, 2014) DIRAC EQUATION. The non-relativistic Schrödinger equation was obtained by noting that the Hamiltonian 2 P470 Lecture 6/7 (February 10/1, 014) DIRAC EQUATION The non-relatvstc Schrödnger equaton was obtaned by notng that the Hamltonan H = P (1) m can be transformed nto an operator form wth the substtutons

More information

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force.

A particle in a state of uniform motion remain in that state of motion unless acted upon by external force. The fundamental prncples of classcal mechancs were lad down by Galleo and Newton n the 16th and 17th centures. In 1686, Newton wrote the Prncpa where he gave us three laws of moton, one law of gravty,

More information

Lecture 12: Discrete Laplacian

Lecture 12: Discrete Laplacian Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly

More information

The Quadratic Trigonometric Bézier Curve with Single Shape Parameter

The Quadratic Trigonometric Bézier Curve with Single Shape Parameter J. Basc. Appl. Sc. Res., (3541-546, 01 01, TextRoad Publcaton ISSN 090-4304 Journal of Basc and Appled Scentfc Research www.textroad.com The Quadratc Trgonometrc Bézer Curve wth Sngle Shape Parameter Uzma

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 5 Lecture 0 Canoncal Transformatons (Chapter 9) What We Dd Last Tme Hamlton s Prncple n the Hamltonan formalsm Dervaton was smple δi δ p H(, p, t) = 0 Adonal end-pont constrants δ t ( )

More information

Classical Field Theory

Classical Field Theory Classcal Feld Theory Before we embark on quantzng an nteractng theory, we wll take a dverson nto classcal feld theory and classcal perturbaton theory and see how far we can get. The reader s expected to

More information

Tensor Smooth Length for SPH Modelling of High Speed Impact

Tensor Smooth Length for SPH Modelling of High Speed Impact Tensor Smooth Length for SPH Modellng of Hgh Speed Impact Roman Cherepanov and Alexander Gerasmov Insttute of Appled mathematcs and mechancs, Tomsk State Unversty 634050, Lenna av. 36, Tomsk, Russa RCherepanov82@gmal.com,Ger@npmm.tsu.ru

More information

Modelli Clamfim Equazione del Calore Lezione ottobre 2014

Modelli Clamfim Equazione del Calore Lezione ottobre 2014 CLAMFIM Bologna Modell 1 @ Clamfm Equazone del Calore Lezone 17 15 ottobre 2014 professor Danele Rtell danele.rtell@unbo.t 1/24? Convoluton The convoluton of two functons g(t) and f(t) s the functon (g

More information

FIRST AND SECOND ORDER NECESSARY OPTIMALITY CONDITIONS FOR DISCRETE OPTIMAL CONTROL PROBLEMS

FIRST AND SECOND ORDER NECESSARY OPTIMALITY CONDITIONS FOR DISCRETE OPTIMAL CONTROL PROBLEMS Yugoslav Journal of Operatons Research 6 (6), umber, 53-6 FIRST D SECOD ORDER ECESSRY OPTIMLITY CODITIOS FOR DISCRETE OPTIML COTROL PROBLEMS Boban MRIKOVIĆ Faculty of Mnng and Geology, Unversty of Belgrade

More information

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD

THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS

More information

coordinates. Then, the position vectors are described by

coordinates. Then, the position vectors are described by Revewng, what we have dscussed so far: Generalzed coordnates Any number of varables (say, n) suffcent to specfy the confguraton of the system at each nstant to tme (need not be the mnmum number). In general,

More information

Lagrangian Field Theory

Lagrangian Field Theory Lagrangan Feld Theory Adam Lott PHY 391 Aprl 6, 017 1 Introducton Ths paper s a summary of Chapter of Mandl and Shaw s Quantum Feld Theory [1]. The frst thng to do s to fx the notaton. For the most part,

More information

SOME RESULTS ON TRANSFORMATIONS GROUPS OF N-LINEAR CONNECTIONS IN THE 2-TANGENT BUNDLE

SOME RESULTS ON TRANSFORMATIONS GROUPS OF N-LINEAR CONNECTIONS IN THE 2-TANGENT BUNDLE STUDIA UNIV. BABEŞ BOLYAI MATHEMATICA Volume LIII Number March 008 SOME RESULTS ON TRANSFORMATIONS GROUPS OF N-LINEAR CONNECTIONS IN THE -TANGENT BUNDLE GHEORGHE ATANASIU AND MONICA PURCARU Abstract. In

More information

Cubic Trigonometric B-Spline Applied to Linear Two-Point Boundary Value Problems of Order Two

Cubic Trigonometric B-Spline Applied to Linear Two-Point Boundary Value Problems of Order Two World Academy of Scence Engneerng and echnology Internatonal Journal of Mathematcal and omputatonal Scences Vol: No:0 00 ubc rgonometrc B-Splne Appled to Lnear wo-pont Boundary Value Problems of Order

More information

Erratum: A Generalized Path Integral Control Approach to Reinforcement Learning

Erratum: A Generalized Path Integral Control Approach to Reinforcement Learning Journal of Machne Learnng Research 00-9 Submtted /0; Publshed 7/ Erratum: A Generalzed Path Integral Control Approach to Renforcement Learnng Evangelos ATheodorou Jonas Buchl Stefan Schaal Department of

More information

SINGLE OUTPUT DEPENDENT QUADRATIC OBSERVABILITY NORMAL FORM

SINGLE OUTPUT DEPENDENT QUADRATIC OBSERVABILITY NORMAL FORM SINGLE OUTPUT DEPENDENT QUADRATIC OBSERVABILITY NORMAL FORM G Zheng D Boutat JP Barbot INRIA Rhône-Alpes, Inovallée, 655 avenue de l Europe, Montbonnot Sant Martn, 38334 St Ismer Cedex, France LVR/ENSI,

More information

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix

Lectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 5 Lecture 7 Specal Relatvty (Chapter 7) What We Dd Last Tme Worked on relatvstc knematcs Essental tool for epermental physcs Basc technques are easy: Defne all 4 vectors Calculate c-o-m

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

Physics 106a, Caltech 11 October, Lecture 4: Constraints, Virtual Work, etc. Constraints

Physics 106a, Caltech 11 October, Lecture 4: Constraints, Virtual Work, etc. Constraints Physcs 106a, Caltech 11 October, 2018 Lecture 4: Constrants, Vrtual Work, etc. Many, f not all, dynamcal problems we want to solve are constraned: not all of the possble 3 coordnates for M partcles (or

More information

14 Lagrange Multipliers

14 Lagrange Multipliers Lagrange Multplers 14 Lagrange Multplers The Method of Lagrange Multplers s a powerful technque for constraned optmzaton. Whle t has applcatons far beyond machne learnng t was orgnally developed to solve

More information

On Lie point symmetries in differential games

On Lie point symmetries in differential games UNIVERSITA' DEGLI STUDI DI BOLOGNA DIPARTIMENTO DI SCIENZE ECONOMICHE On Le pont symmetres n dfferental games Arsen Palestn Quadern - Workng Papers DSE N 698 On Le pont symmetres n dfferental games Arsen

More information

Advanced Quantum Mechanics

Advanced Quantum Mechanics Advanced Quantum Mechancs Rajdeep Sensarma! sensarma@theory.tfr.res.n ecture #9 QM of Relatvstc Partcles Recap of ast Class Scalar Felds and orentz nvarant actons Complex Scalar Feld and Charge conjugaton

More information

PHYS 705: Classical Mechanics. Canonical Transformation II

PHYS 705: Classical Mechanics. Canonical Transformation II 1 PHYS 705: Classcal Mechancs Canoncal Transformaton II Example: Harmonc Oscllator f ( x) x m 0 x U( x) x mx x LT U m Defne or L p p mx x x m mx x H px L px p m p x m m H p 1 x m p m 1 m H x p m x m m

More information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1

More information

On an Extension of Stochastic Approximation EM Algorithm for Incomplete Data Problems. Vahid Tadayon 1

On an Extension of Stochastic Approximation EM Algorithm for Incomplete Data Problems. Vahid Tadayon 1 On an Extenson of Stochastc Approxmaton EM Algorthm for Incomplete Data Problems Vahd Tadayon Abstract: The Stochastc Approxmaton EM (SAEM algorthm, a varant stochastc approxmaton of EM, s a versatle tool

More information

Research Article Green s Theorem for Sign Data

Research Article Green s Theorem for Sign Data Internatonal Scholarly Research Network ISRN Appled Mathematcs Volume 2012, Artcle ID 539359, 10 pages do:10.5402/2012/539359 Research Artcle Green s Theorem for Sgn Data Lous M. Houston The Unversty of

More information

EEE 241: Linear Systems

EEE 241: Linear Systems EEE : Lnear Systems Summary #: Backpropagaton BACKPROPAGATION The perceptron rule as well as the Wdrow Hoff learnng were desgned to tran sngle layer networks. They suffer from the same dsadvantage: they

More information

14 The Postulates of Quantum mechanics

14 The Postulates of Quantum mechanics 14 The Postulates of Quantum mechancs Postulate 1: The state of a system s descrbed completely n terms of a state vector Ψ(r, t), whch s quadratcally ntegrable. Postulate 2: To every physcally observable

More information

Perron Vectors of an Irreducible Nonnegative Interval Matrix

Perron Vectors of an Irreducible Nonnegative Interval Matrix Perron Vectors of an Irreducble Nonnegatve Interval Matrx Jr Rohn August 4 2005 Abstract As s well known an rreducble nonnegatve matrx possesses a unquely determned Perron vector. As the man result of

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

Notes on Analytical Dynamics

Notes on Analytical Dynamics Notes on Analytcal Dynamcs Jan Peters & Mchael Mstry October 7, 004 Newtonan Mechancs Basc Asssumptons and Newtons Laws Lonely pontmasses wth postve mass Newtons st: Constant velocty v n an nertal frame

More information

Existence results for a fourth order multipoint boundary value problem at resonance

Existence results for a fourth order multipoint boundary value problem at resonance Avalable onlne at www.scencedrect.com ScenceDrect Journal of the Ngeran Mathematcal Socety xx (xxxx) xxx xxx www.elsever.com/locate/jnnms Exstence results for a fourth order multpont boundary value problem

More information

College of Computer & Information Science Fall 2009 Northeastern University 20 October 2009

College of Computer & Information Science Fall 2009 Northeastern University 20 October 2009 College of Computer & Informaton Scence Fall 2009 Northeastern Unversty 20 October 2009 CS7880: Algorthmc Power Tools Scrbe: Jan Wen and Laura Poplawsk Lecture Outlne: Prmal-dual schema Network Desgn:

More information

Spin-rotation coupling of the angularly accelerated rigid body

Spin-rotation coupling of the angularly accelerated rigid body Spn-rotaton couplng of the angularly accelerated rgd body Loua Hassan Elzen Basher Khartoum, Sudan. Postal code:11123 E-mal: louaelzen@gmal.com November 1, 2017 All Rghts Reserved. Abstract Ths paper s

More information

THE CHVÁTAL-ERDŐS CONDITION AND 2-FACTORS WITH A SPECIFIED NUMBER OF COMPONENTS

THE CHVÁTAL-ERDŐS CONDITION AND 2-FACTORS WITH A SPECIFIED NUMBER OF COMPONENTS Dscussones Mathematcae Graph Theory 27 (2007) 401 407 THE CHVÁTAL-ERDŐS CONDITION AND 2-FACTORS WITH A SPECIFIED NUMBER OF COMPONENTS Guantao Chen Department of Mathematcs and Statstcs Georga State Unversty,

More information

MMA and GCMMA two methods for nonlinear optimization

MMA and GCMMA two methods for nonlinear optimization MMA and GCMMA two methods for nonlnear optmzaton Krster Svanberg Optmzaton and Systems Theory, KTH, Stockholm, Sweden. krlle@math.kth.se Ths note descrbes the algorthms used n the author s 2007 mplementatons

More information

The Study of Teaching-learning-based Optimization Algorithm

The Study of Teaching-learning-based Optimization Algorithm Advanced Scence and Technology Letters Vol. (AST 06), pp.05- http://dx.do.org/0.57/astl.06. The Study of Teachng-learnng-based Optmzaton Algorthm u Sun, Yan fu, Lele Kong, Haolang Q,, Helongang Insttute

More information

The Prncpal Component Transform The Prncpal Component Transform s also called Karhunen-Loeve Transform (KLT, Hotellng Transform, oregenvector Transfor

The Prncpal Component Transform The Prncpal Component Transform s also called Karhunen-Loeve Transform (KLT, Hotellng Transform, oregenvector Transfor Prncpal Component Transform Multvarate Random Sgnals A real tme sgnal x(t can be consdered as a random process and ts samples x m (m =0; ;N, 1 a random vector: The mean vector of X s X =[x0; ;x N,1] T

More information

A NUMERICAL COMPARISON OF LANGRANGE AND KANE S METHODS OF AN ARM SEGMENT

A NUMERICAL COMPARISON OF LANGRANGE AND KANE S METHODS OF AN ARM SEGMENT Internatonal Conference Mathematcal and Computatonal ology 0 Internatonal Journal of Modern Physcs: Conference Seres Vol. 9 0 68 75 World Scentfc Publshng Company DOI: 0.4/S009450059 A NUMERICAL COMPARISON

More information

COMPLEX NUMBERS AND QUADRATIC EQUATIONS

COMPLEX NUMBERS AND QUADRATIC EQUATIONS COMPLEX NUMBERS AND QUADRATIC EQUATIONS INTRODUCTION We know that x 0 for all x R e the square of a real number (whether postve, negatve or ero) s non-negatve Hence the equatons x, x, x + 7 0 etc are not

More information

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems

Application of B-Spline to Numerical Solution of a System of Singularly Perturbed Problems Mathematca Aeterna, Vol. 1, 011, no. 06, 405 415 Applcaton of B-Splne to Numercal Soluton of a System of Sngularly Perturbed Problems Yogesh Gupta Department of Mathematcs Unted College of Engneerng &

More information

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity 1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum

More information

Math 217 Fall 2013 Homework 2 Solutions

Math 217 Fall 2013 Homework 2 Solutions Math 17 Fall 013 Homework Solutons Due Thursday Sept. 6, 013 5pm Ths homework conssts of 6 problems of 5 ponts each. The total s 30. You need to fully justfy your answer prove that your functon ndeed has

More information

ECE559VV Project Report

ECE559VV Project Report ECE559VV Project Report (Supplementary Notes Loc Xuan Bu I. MAX SUM-RATE SCHEDULING: THE UPLINK CASE We have seen (n the presentaton that, for downlnk (broadcast channels, the strategy maxmzng the sum-rate

More information

The Feynman path integral

The Feynman path integral The Feynman path ntegral Aprl 3, 205 Hesenberg and Schrödnger pctures The Schrödnger wave functon places the tme dependence of a physcal system n the state, ψ, t, where the state s a vector n Hlbert space

More information

NATURAL 2-π STRUCTURES IN LAGRANGE SPACES

NATURAL 2-π STRUCTURES IN LAGRANGE SPACES AALELE ŞTIIŢIFICE ALE UIVERSITĂŢII AL.I. CUZA DI IAŞI (S.. MATEMATICĂ, Tomul LIII, 2007, Suplment ATURAL 2-π STRUCTURES I LAGRAGE SPACES Y VICTOR LĂUŢA AD VALER IMIEŢ Dedcated to Academcan Radu Mron at

More information

APPENDIX A Some Linear Algebra

APPENDIX A Some Linear Algebra APPENDIX A Some Lnear Algebra The collecton of m, n matrces A.1 Matrces a 1,1,..., a 1,n A = a m,1,..., a m,n wth real elements a,j s denoted by R m,n. If n = 1 then A s called a column vector. Smlarly,

More information

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity Int. Journal of Math. Analyss, Vol. 6, 212, no. 22, 195-114 Unqueness of Weak Solutons to the 3D Gnzburg- Landau Model for Superconductvty Jshan Fan Department of Appled Mathematcs Nanjng Forestry Unversty

More information

SELECTED SOLUTIONS, SECTION (Weak duality) Prove that the primal and dual values p and d defined by equations (4.3.2) and (4.3.3) satisfy p d.

SELECTED SOLUTIONS, SECTION (Weak duality) Prove that the primal and dual values p and d defined by equations (4.3.2) and (4.3.3) satisfy p d. SELECTED SOLUTIONS, SECTION 4.3 1. Weak dualty Prove that the prmal and dual values p and d defned by equatons 4.3. and 4.3.3 satsfy p d. We consder an optmzaton problem of the form The Lagrangan for ths

More information

The Jacobsthal and Jacobsthal-Lucas Numbers via Square Roots of Matrices

The Jacobsthal and Jacobsthal-Lucas Numbers via Square Roots of Matrices Internatonal Mathematcal Forum, Vol 11, 2016, no 11, 513-520 HIKARI Ltd, wwwm-hkarcom http://dxdoorg/1012988/mf20166442 The Jacobsthal and Jacobsthal-Lucas Numbers va Square Roots of Matrces Saadet Arslan

More information