Robotics. Islam S. M. Khalil. September 18, German University in Cairo
|
|
- Horace Eric Copeland
- 5 years ago
- Views:
Transcription
1 Robotics German University in Cairo September 18, 2016
2 Vector Functions A vector v in a reference frame A depends on a scalar verifiable q. We can say that v is a vector function of q in A. Otherwise, v is independent of q in A. Figure: P is dependent on q 1 and q 2 in S and independent on q 3 in S.
3 Vector Functions A vector v may be a function of a variable q in one reference frame, but be independent of q in another reference frame. Figure: A gyroscope.
4 Vector Functions P is the position vector from point O to point P of C. P is a function of q 1 both in A and B, but is independent of q 1 in C. Figure: A gyroscope.
5 Vector Functions P is a function of q 2 both A, but is independent of q 2 in B and in C. Figure: A gyroscope.
6 Vector Functions P is independent of q 3 both A, B, and C, but is a function of q 3 in D. Figure: A gyroscope.
7 Vector Functions In a reference frame A, a vector function v of n scalar variables q 1,..., q n, let a 1, a 2, and a 3 be a set of nonparallel, noncoplanar unit vectors fixed in A. Then there exist three unique scalar functions v 1, v 2, and v 3 of q 1,..., q n such that v = v 1 a 1 + v 2 a 2 + v 3 a 3 (1) When a 1, a 2, and a 3 are mutually perpendicular unit vectors, then it follows from (1) that the v i is given by Therefore, (1) can be rewritten as follow: v i = v a i (2) v = v a 1 a 1 + v a 2 a 2 + v a 3 a 3 (3)
8 Vector Functions a 1, a 2, a 3 and b 1, b 2, b 3 are mutualy perpendicular unit vectors fixed in A and B, respectively. Vector p can be expressed both as and as p = α 1 a 1 + α 2 a 2 + α 3 a 3 (4) p = β 1 b 1 + β 2 b 2 + β 3 b 3 (5) Figure: A gyroscope. α i and β i for i = 1, 2, 3 are functions of q 1, q 2, and q 3.
9 Vector Functions To determine the functions α i and β i, note that, if C has a radius R, one can proceed from O to P by moving through the distances R cos q 1 and R sin q 1 in the directions of b 2 and b 3, respectively, therefore p = R cos q 1 b 2 + R sin q 1 b 3 (6) Comparing (5) to (6), we find that β 1 = 0 β 2 = R cos q 1 β 3 = R sin q 1 (7)
10 Vector Functions Based on (4), one can write α 1 = p a 1 = R (cos q 1 b 2 a 1 + sin q 1 b 3 a 1 ) (8) α 2 = p a 2 = R (cos q 1 b 2 a 2 + sin q 1 b 3 a 2 ) (9) α 3 = p a 3 = R (cos q 1 b 2 a 3 + sin q 1 b 3 a 3 ) (10) We also know that b 2 a 1 = 0 b 2 a 2 = 1 b 2 a 3 = 0 (11) b 3 a 1 = cos q 2 b 3 a 2 = 0 b 3 a 3 = sin q 2 (12) Therefore, the functions α i of p are α 1 = R sin q 1 cos q 2 α 2 = R cos q 1 α 3 = R sin q 1 sin q 2 (13)
11 First Derivatives If v is a vector function of n scalar variables q 1,..., q n in a reference frame A, then n vectors called first partial derivatives of v in A and denoted by the symbols A v or A (v), (r = 1,..., n) q r q r are defined as follows: Let a 1, a 2, and a 3 be any any nonparallel, noncoplanar unit vectors fixed in A, and let v i be the a i measure number of v then A v q r 3 i=1 v i q r a i, (r = 1,..., n) (14) When v is regarded as a vector function of only a single scalar variable in Afor instance the time tthen this definition reduces to that of the ordinary derivative of v with respect to t in A, to 3 A dv dq r dv i dq r a i, (r = 1,..., n) (15) i=1
12 First Derivatives The vector p possesses partial derivatives with respect to q 1, q 2, and q 3 in each of the reference frames A, B, and C. To form A p q r, (r = 1,..., n) we use (14) as follows: A p [ ] [ ] = R sin q 1 cos q 2 a 1 + R cos q 1 a 2 + q r q r q r [ ] R sin q 1 sin q 2 a 3 (16) q r Consequently, A p q 1 = R (cos q 1 cos q 2 a 1 sin q 1 a 2 + cos q 1 sin q 2 a 3 ) (17) A p q 2 = R sin q 1 ( sin q 2 a 1 + cos q 2 a 3 ) (18) A p q 3 = 0 (19) p is independent of q 3 in A.
13 First Derivatives A p q 1 = R (cos q 1 cos q 2 a 1 sin q 1 a 2 + cos q 1 sin q 2 a 3 ) (20) A p q 2 = R sin q 1 ( sin q 2 a 1 + cos q 2 a 3 ) (21) A p q 3 = 0 (22) p is independent of q 3 in A.
14 First Derivatives Proceeding similarly to determine B p q r, (r = 1,..., n), we obtain B p q 1 = R ( sin q 1 b 2 + cos q 1 b 3 ) p is independent of q 2 and q 3 in B. B p q 2 = 0 B p q 3 = 0 (23) Figure: A gyroscope.
15 First Derivatives Similarly to determine C p q r, (r = 1,..., n), we obtain p is independent of q 1, q 2 and q 3 in C. C p q r = 0 (24) Figure: A gyroscope.
16 First Derivatives Suppose now that q i are specified as explicit functions of time t The α i can be expressed as q 1 = t q 2 = 2t q 3 = 3t α 1 = R sin t cos 2t α 2 = R cos t α 3 = R sin t sin 2t and the ordinary derivative of p with respect to t in A is seen to be given by A dp dt = dα 1 dt a 1 + dα 2 dt a 2 + dα 3 dt a 3 (25) = R[(cos t cos 2t 2 sin t sin 2t)a 1 (sin t)a 2 + (cos t sin 2t + 2 sin t cos 2t)a 3 ]
17 First Derivatives while the ordinary derivative of p with respect to t in B is B dp dt = R ( sin tb 2 + cos tb 3 ) (26) Finally, C dp dt = 0 (27) Figure: A gyroscope.
18 Thank You Thank You! Questions please
1 DIFFERENTIATION OF VECTORS
1 DIFFERENTIATION OF VECTORS The discipline of dynamics deals with changes of various kinds, such as changes in the position of a particle in a reference frame and changes in the configuration of a mechanical
More informationRobotics. Islam S. M. Khalil. September 19, German University in Cairo
Robotics German University in Cairo September 19, 2016 Angular Velocity Let b l, b 2, and b 3 form a right-handed set of mutually perpendicular unit vectors fixed in a rigid body B moving in a reference
More informationDifferential Equation (DE): An equation relating an unknown function and one or more of its derivatives.
Lexicon Differential Equation (DE): An equation relating an unknown function and one or more of its derivatives. Ordinary Differential Equation (ODE): A differential equation that contains only ordinary
More informationModule 18: Collision Theory
Module 8: Collision Theory 8 Introduction In the previous module we considered examples in which two objects collide and stick together, and either there were no external forces acting in some direction
More informationKarlstads University Faculty of Technology and Science Physics. Rolling constraints. Author: Henrik Jackman. Classical mechanics
Karlstads University Faculty of Technology and Science Physics Rolling constraints Author: Henrik Jackman Classical mechanics 008-01-08 Introduction Rolling constraints are so called non-holonomic constraints.
More informationExercise 1 (Formula for connection 1-forms) Using the first structure equation, show that
1 Stokes s Theorem Let D R 2 be a connected compact smooth domain, so that D is a smooth embedded circle. Given a smooth function f : D R, define fdx dy fdxdy, D where the left-hand side is the integral
More informationSummary of various integrals
ummary of various integrals Here s an arbitrary compilation of information about integrals Moisés made on a cold ecember night. 1 General things o not mix scalars and vectors! In particular ome integrals
More informationReview of Vector Analysis in Cartesian Coordinates
Review of Vector Analysis in Cartesian Coordinates 1 Scalar: A quantity that has magnitude, but no direction. Examples are mass, temperature, pressure, time, distance, and real numbers. Scalars are usually
More informationChapter 3 Motion in two or three dimensions
Chapter 3 Motion in two or three dimensions Lecture by Dr. Hebin Li Announcements As requested by the Disability Resource Center: In this class there is a student who is a client of Disability Resource
More informationCBE 6333, R. Levicky 1. Orthogonal Curvilinear Coordinates
CBE 6333, R. Levicky 1 Orthogonal Curvilinear Coordinates Introduction. Rectangular Cartesian coordinates are convenient when solving problems in which the geometry of a problem is well described by the
More informationProblem 1 (Equations with the dependent variable missing) By means of the substitutions. v = dy dt, dv
V Problem 1 (Equations with the dependent variable missing) By means of the substitutions v = dy dt, dv dt = d2 y dt 2 solve the following second-order differential equations 1. t 2 d2 y dt + 2tdy 1 =
More informationToday in Physics 217: boundary conditions and electrostatic boundary-value problems
Today in Physics 17: boundary conditions and electrostatic boundary-value problems Boundary conditions in electrostatics Simple solution of Poisson s equation as a boundary-value problem: the space-charge
More informationCreated by T. Madas VECTOR MOMENTS. Created by T. Madas
VECTOR MOMENTS Question 1 (**) The vectors i, j and k are unit vectors mutually perpendicular to one another. Relative to a fixed origin O, a light rigid rod has its ends located at the points 0, 7,4 B
More informationVECTORS AND THE GEOMETRY OF SPACE
VECTORS AND THE GEOMETRY OF SPACE VECTORS AND THE GEOMETRY OF SPACE A line in the xy-plane is determined when a point on the line and the direction of the line (its slope or angle of inclination) are given.
More informationChapter 2: First Order ODE 2.4 Examples of such ODE Mo
Chapter 2: First Order ODE 2.4 Examples of such ODE Models 28 January 2018 First Order ODE Read Only Section! We recall the general form of the First Order DEs (FODE): dy = f (t, y) (1) dt where f (t,
More informationSystems of Ordinary Differential Equations
Systems of Ordinary Differential Equations MATH 365 Ordinary Differential Equations J Robert Buchanan Department of Mathematics Fall 2018 Objectives Many physical problems involve a number of separate
More informationChapter 15 Collision Theory
Chapter 15 Collision Theory Chapter 15 Collision Theory 151 Introduction 15 Reference Frames Relative and Velocities 151 Center of Mass Reference Frame 3 15 Relative Velocities 4 153 Characterizing Collisions
More informationSymmetries 2 - Rotations in Space
Symmetries 2 - Rotations in Space This symmetry is about the isotropy of space, i.e. space is the same in all orientations. Thus, if we continuously rotated an entire system in space, we expect the system
More informationCovariant Formulation of Electrodynamics
Chapter 7. Covariant Formulation of Electrodynamics Notes: Most of the material presented in this chapter is taken from Jackson, Chap. 11, and Rybicki and Lightman, Chap. 4. Starting with this chapter,
More informationcharge of opposite signs attract / charges of the same sign repel
VISUAL PHYSICS ONLINE MODULE 4.1 ELECTRICITY ELECTRIC FIELD ELECTRIC POTENTIAL QUESTIONS and PROBLEMS (with ANSWRES) ex41b ex41c electric force F E [N] charge of opposite signs attract / charges of the
More informationMathematics 2203, Test 1 - Solutions
Mathematics 220, Test 1 - Solutions F, 2010 Philippe B. Laval Name 1. Determine if each statement below is True or False. If it is true, explain why (cite theorem, rule, property). If it is false, explain
More informationPhysics 142 Energy in Mechanics Page 1. Energy in Mechanics
Physics 4 Energy in Mechanics Page Energy in Mechanics This set of notes contains a brief review of the laws and theorems of Newtonian mechanics, and a longer section on energy, because of its central
More information- 1 - θ 1. n 1. θ 2. mirror. object. image
TEST 5 (PHY 50) 1. a) How will the ray indicated in the figure on the following page be reflected by the mirror? (Be accurate!) b) Explain the symbols in the thin lens equation. c) Recall the laws governing
More informationChapter 4. Motion in Two Dimensions
Chapter 4 Motion in Two Dimensions Kinematics in Two Dimensions Will study the vector nature of position, velocity and acceleration in greater detail Will treat projectile motion and uniform circular motion
More informationMA 102 Mathematics II Lecture Feb, 2015
MA 102 Mathematics II Lecture 1 20 Feb, 2015 Differential Equations An equation containing derivatives is called a differential equation. The origin of differential equations Many of the laws of nature
More information2.3. VECTOR SPACES 25
2.3. VECTOR SPACES 25 2.3 Vector Spaces MATH 294 FALL 982 PRELIM # 3a 2.3. Let C[, ] denote the space of continuous functions defined on the interval [,] (i.e. f(x) is a member of C[, ] if f(x) is continuous
More informationx+ y = 50 Dividing both sides by 2 : ( ) dx By (7.2), x = 25m gives maximum area. Substituting this value into (*):
Solutions 7(b 1 Complete solutions to Exercise 7(b 1. Since the perimeter 100 we have x+ y 100 [ ] ( x+ y 50 ividing both sides by : y 50 x * The area A xy, substituting y 50 x gives: A x( 50 x A 50x x
More informationMOTION IN TWO OR THREE DIMENSIONS
MOTION IN TWO OR THREE DIMENSIONS 3 Sections Covered 3.1 : Position & velocity vectors 3.2 : The acceleration vector 3.3 : Projectile motion 3.4 : Motion in a circle 3.5 : Relative velocity 3.1 Position
More informationRobotics. Islam S. M. Khalil. September 6, German University in Cairo
Robotics German University in Cairo September 6, 2016 Outline Motivation Agenda Generalized pseudoinverse Over- and under-determined systems Motivation Autonomous Robotic Systems Controller, power source,
More informationChapter 4. Motion in Two Dimensions
Chapter 4 Motion in Two Dimensions Kinematics in Two Dimensions Will study the vector nature of position, velocity and acceleration in greater detail Will treat projectile motion and uniform circular motion
More informationIntroduction to Vector Functions
Introduction to Vector Functions Differentiation and Integration Philippe B. Laval KSU Today Philippe B. Laval (KSU) Vector Functions Today 1 / 14 Introduction In this section, we study the differentiation
More information1.1 Single Variable Calculus versus Multivariable Calculus Rectangular Coordinate Systems... 4
MATH2202 Notebook 1 Fall 2015/2016 prepared by Professor Jenny Baglivo Contents 1 MATH2202 Notebook 1 3 1.1 Single Variable Calculus versus Multivariable Calculus................... 3 1.2 Rectangular Coordinate
More information02 Coupled Oscillators
Utah State University DigitalCommons@USU Foundations of Wave Phenomena Physics, Department of --4 Coupled Oscillators Charles G. Torre Department of Physics, Utah State University, Charles.Torre@usu.edu
More informationMultiple Choice. 1.(6 pts) Find symmetric equations of the line L passing through the point (2, 5, 1) and perpendicular to the plane x + 3y z = 9.
Multiple Choice.(6 pts) Find smmetric equations of the line L passing through the point (, 5, ) and perpendicular to the plane x + 3 z = 9. (a) x = + 5 3 = z (c) (x ) + 3( 3) (z ) = 9 (d) (e) x = 3 5 =
More informationLater in this chapter, we are going to use vector functions to describe the motion of planets and other objects through space.
10 VECTOR FUNCTIONS VECTOR FUNCTIONS Later in this chapter, we are going to use vector functions to describe the motion of planets and other objects through space. Here, we prepare the way by developing
More information02 Coupled Oscillators
Utah State University DigitalCommons@USU Foundations of Wave Phenomena Library Digital Monographs 8-04 0 Coupled Oscillators Charles G. Torre Department of Physics, Utah State University, Charles.Torre@usu.edu
More informationThe rotation of a particle about an axis is specified by 2 pieces of information
1 How to specify rotational motion The rotation of a particle about an axis is specified by 2 pieces of information 1) The direction of the axis of rotation 2) A magnitude of how fast the particle is "going
More informationTHE DARBOUX TRIHEDRONS OF REGULAR CURVES ON A REGULAR SURFACE
International lectronic Journal of eometry Volume 7 No 2 pp 61-71 (2014) c IJ TH DARBOUX TRIHDRONS OF RULAR CURVS ON A RULAR SURFAC MRAH TUNÇ AND MİN OZYILMAZ (Communicated by Levent KULA) Abstract In
More informationWEEK 8. CURVE SKETCHING. 1. Concavity
WEEK 8. CURVE SKETCHING. Concavity Definition. (Concavity). The graph of a function y = f(x) is () concave up on an interval I if for any two points a, b I, the straight line connecting two points (a,
More informationTangent and Normal Vector - (11.5)
Tangent and Normal Vector - (.5). Principal Unit Normal Vector Let C be the curve traced out by the vector-valued function rt vector T t r r t t is the unit tangent vector to the curve C. Now define N
More informationChapter 24. Electric Potential
Chapter 24 Chapter 24 Electric Potential Electric Potential Energy When an electrostatic force acts between two or more charged particles within a system of particles, we can assign an electric potential
More informationAnnouncements September 19
Announcements September 19 Please complete the mid-semester CIOS survey this week The first midterm will take place during recitation a week from Friday, September 3 It covers Chapter 1, sections 1 5 and
More informationChapter 4. Motion in Two Dimensions
Chapter 4 Motion in Two Dimensions Kinematics in Two Dimensions Will study the vector nature of position, velocity and acceleration in greater detail Will treat projectile motion and uniform circular motion
More informationSolutionbank Edexcel AS and A Level Modular Mathematics
Page of Exercise A, Question Use the binomial theorem to expand, x
More informationRepeated Eigenvalues and Symmetric Matrices
Repeated Eigenvalues and Symmetric Matrices. Introduction In this Section we further develop the theory of eigenvalues and eigenvectors in two distinct directions. Firstly we look at matrices where one
More informationChapter 11. Angular Momentum
Chapter 11 Angular Momentum Angular Momentum Angular momentum plays a key role in rotational dynamics. There is a principle of conservation of angular momentum. In analogy to the principle of conservation
More informationr,t r R Z j ³ 0 1 4π² 0 r,t) = 4π
5.4 Lienard-Wiechert Potential and Consequent Fields 5.4.1 Potential and Fields (chapter 10) Lienard-Wiechert potential In the previous section, we studied the radiation from an electric dipole, a λ/2
More informationThe Calculus of Vec- tors
Physics 2460 Electricity and Magnetism I, Fall 2007, Lecture 3 1 The Calculus of Vec- Summary: tors 1. Calculus of Vectors: Limits and Derivatives 2. Parametric representation of Curves r(t) = [x(t), y(t),
More informationAN INTRODUCTION TO CURVILINEAR ORTHOGONAL COORDINATES
AN INTRODUCTION TO CURVILINEAR ORTHOGONAL COORDINATES Overview Throughout the first few weeks of the semester, we have studied vector calculus using almost exclusively the familiar Cartesian x,y,z coordinate
More informationElectromagnetic Wave Propagation Lecture 1: Maxwell s equations
Electromagnetic Wave Propagation Lecture 1: Maxwell s equations Daniel Sjöberg Department of Electrical and Information Technology September 2, 2014 Outline 1 Maxwell s equations 2 Vector analysis 3 Boundary
More informationRadiative Processes in Astrophysics
Radiative Processes in Astrophysics 6. Relativistic Covariance & Kinematics Eline Tolstoy http://www.astro.rug.nl/~etolstoy/astroa07/ Practise, practise, practise... mid-term, 31st may, 9.15-11am As we
More informationPractice Midterm Solutions
Practice Midterm Solutions Math 4B: Ordinary Differential Equations Winter 20 University of California, Santa Barbara TA: Victoria Kala DO NOT LOOK AT THESE SOLUTIONS UNTIL YOU HAVE ATTEMPTED EVERY PROBLEM
More informationChapter 4. Motion in Two Dimensions. With modifications by Pinkney
Chapter 4 Motion in Two Dimensions With modifications by Pinkney Kinematics in Two Dimensions covers: the vector nature of position, velocity and acceleration in greater detail projectile motion a special
More informationPhysics 114A Introduction to Mechanics (without calculus)
Physics 114A Introduction to Mechanics (without calculus) A course about learning basic physics concepts and applying them to solve real-world, quantitative, mechanical problems Lecture 6 Review of Vectors
More informationAP Calculus Chapter 3 Testbank (Mr. Surowski)
AP Calculus Chapter 3 Testbank (Mr. Surowski) Part I. Multiple-Choice Questions (5 points each; please circle the correct answer.). If f(x) = 0x 4 3 + x, then f (8) = (A) (B) 4 3 (C) 83 3 (D) 2 3 (E) 2
More informationMath 1B Final Exam, Solution. Prof. Mina Aganagic Lecture 2, Spring (6 points) Use substitution and integration by parts to find:
Math B Final Eam, Solution Prof. Mina Aganagic Lecture 2, Spring 20 The eam is closed book, apart from a sheet of notes 8. Calculators are not allowed. It is your responsibility to write your answers clearly..
More informationChapter 11. Special Relativity
Chapter 11 Special Relativity Note: Please also consult the fifth) problem list associated with this chapter In this chapter, Latin indices are used for space coordinates only eg, i = 1,2,3, etc), while
More informationCHAPTER TWO: THE GEOMETRY OF CURVES
CHAPTER TWO: THE GEOMETRY OF CURVES Thi material i for June 7, 8 (Tueday to Wed.) 2.1 Parametrized Curve Definition. A parametrized curve i a map α : I R n (n = 2 or 3), where I i an interval in R. We
More informationLecture 12 Notes, Electromagnetic Theory I Dr. Christopher S. Baird University of Massachusetts Lowell
Lecture 12 Notes, Electromagnetic Theory I Dr. Christopher S. Baird University of Massachusetts Lowell 1. Review of Magnetostatics in Magnetic Materials - Currents give rise to curling magnetic fields:
More informationTensor Analysis in Euclidean Space
Tensor Analysis in Euclidean Space James Emery Edited: 8/5/2016 Contents 1 Classical Tensor Notation 2 2 Multilinear Functionals 4 3 Operations With Tensors 5 4 The Directional Derivative 5 5 Curvilinear
More informationChapter 11. Angular Momentum
Chapter 11 Angular Momentum Angular Momentum Angular momentum plays a key role in rotational dynamics. There is a principle of conservation of angular momentum. In analogy to the principle of conservation
More informationHandout 6: Rotational motion and moment of inertia. Angular velocity and angular acceleration
1 Handout 6: Rotational motion and moment of inertia Angular velocity and angular acceleration In Figure 1, a particle b is rotating about an axis along a circular path with radius r. The radius sweeps
More informationChapter 4 Force System Resultant Moment of a Force
Chapter 4 Force System Resultant Moment of a Force MOMENT OF A FORCE SCALAR FORMULATION, CROSS PRODUCT, MOMENT OF A FORCE VECTOR FORMULATION, & PRINCIPLE OF MOMENTS Today s Objectives : Students will be
More information12.5 Equations of Lines and Planes
12.5 Equations of Lines and Planes Equation of Lines Vector Equation of Lines Parametric Equation of Lines Symmetric Equation of Lines Relation Between Two Lines Equations of Planes Vector Equation of
More informationChapter 4. Motion in Two Dimensions. Professor Wa el Salah
Chapter 4 Motion in Two Dimensions Kinematics in Two Dimensions Will study the vector nature of position, velocity and acceleration in greater detail. Will treat projectile motion and uniform circular
More informationLinear and Nonlinear Optimization
Linear and Nonlinear Optimization German University in Cairo October 10, 2016 Outline Introduction Gradient descent method Gauss-Newton method Levenberg-Marquardt method Case study: Straight lines have
More information( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ( )) ( )
Solutions Complete solutions to Miscellaneous Exercise. The unit vector, u, can be obtained by using (.5. u= ( 5i+ 7j+ 5 + 7 + 5 7 = ( 5i + 7j+ = i+ j+ 8 8 8 8. (i We have ( 3 ( 6 a+ c= i+ j + i j = i+
More informationVectors and Scalars. What do you do? 1) What is a right triangle? How many degrees are there in a triangle?
Vectors and Scalars Some quantities in physics such as mass, length, or time are called scalars. A quantity is a scalar if it obeys the ordinary mathematical rules of addition and subtraction. All that
More informationMath 241, Exam 1 Information.
Math 241, Exam 1 Information. 2/13/13, LC 310, 11:15-12:05. Exam 1 will be based on: Sections 12.1-12.5, 14.2. The corresponding assigned homework problems (see http://www.math.sc.edu/ boylan/sccourses/241sp13/241.html)
More informationDefinition of differential equations and their classification. Methods of solution of first-order differential equations
Introduction to differential equations: overview Definition of differential equations and their classification Solutions of differential equations Initial value problems Existence and uniqueness Mathematical
More informationCSC 470 Introduction to Computer Graphics. Mathematical Foundations Part 2
CSC 47 Introduction to Computer Graphics Mathematical Foundations Part 2 Vector Magnitude and Unit Vectors The magnitude (length, size) of n-vector w is written w 2 2 2 w = w + w2 + + w n Example: the
More informationChapter 8 Gradient Methods
Chapter 8 Gradient Methods An Introduction to Optimization Spring, 2014 Wei-Ta Chu 1 Introduction Recall that a level set of a function is the set of points satisfying for some constant. Thus, a point
More informationMath512 PDE Homework 2
Math51 PDE Homework October 11, 009 Exercise 1.3. Solve u = xu x +yu y +(u x+y y/ = 0 with initial conditon u(x, 0 = 1 x. Proof. In this case, we have F = xp + yq + (p + q / z = 0 and Γ parameterized as
More informationTutorial General Relativity
Tutorial General Relativity Winter term 016/017 Sheet No. 3 Solutions will be discussed on Nov/9/16 Lecturer: Prof. Dr. C. Greiner Tutor: Hendrik van Hees 1. Tensor gymnastics (a) Let Q ab = Q ba be a
More informationProjectile Motion. directions simultaneously. deal with is called projectile motion. ! An object may move in both the x and y
Projectile Motion! An object may move in both the x and y directions simultaneously! The form of two-dimensional motion we will deal with is called projectile motion Assumptions of Projectile Motion! The
More information*P46958A0244* IAL PAPER JANUARY 2016 DO NOT WRITE IN THIS AREA DO NOT WRITE IN THIS AREA DO NOT WRITE IN THIS AREA. 1. f(x) = (3 2x) 4, x 3 2
Edexcel "International A level" "C3/4" papers from 016 and 015 IAL PAPER JANUARY 016 Please use extra loose-leaf sheets of paper where you run out of space in this booklet. 1. f(x) = (3 x) 4, x 3 Find
More informationRotational Kinematics and Dynamics. UCVTS AIT Physics
Rotational Kinematics and Dynamics UCVTS AIT Physics Angular Position Axis of rotation is the center of the disc Choose a fixed reference line Point P is at a fixed distance r from the origin Angular Position,
More information1. To analyze the deformation of a conical membrane, it is proposed to use a two-dimensional conical-polar coordinate system ( s,
EN2210: Continuum Mechanics Homework 2: Kinematics Due Wed September 26, 2012 School of Engineering Brown University 1. To analyze the deformation of a conical membrane, it is proposed to use a two-dimensional
More informationRobotics: Tutorial 3
Robotics: Tutorial 3 Mechatronics Engineering Dr. Islam Khalil, MSc. Omar Mahmoud, Eng. Lobna Tarek and Eng. Abdelrahman Ezz German University in Cairo Faculty of Engineering and Material Science October
More informationFinite Element Analysis Prof. Dr. B. N. Rao Department of Civil Engineering Indian Institute of Technology, Madras. Module - 01 Lecture - 16
Finite Element Analysis Prof. Dr. B. N. Rao Department of Civil Engineering Indian Institute of Technology, Madras Module - 01 Lecture - 16 In the last lectures, we have seen one-dimensional boundary value
More informationCh 4 Differentiation
Ch 1 Partial fractions Ch 6 Integration Ch 2 Coordinate geometry C4 Ch 5 Vectors Ch 3 The binomial expansion Ch 4 Differentiation Chapter 1 Partial fractions We can add (or take away) two fractions only
More informationIn this section of notes, we look at the calculation of forces and torques for a manipulator in two settings:
Introduction Up to this point we have considered only the kinematics of a manipulator. That is, only the specification of motion without regard to the forces and torques required to cause motion In this
More informationF A C U L T Y O F E D U C A T I O N. Physics Electromagnetism: Induced Currents Science and Mathematics Education Research Group
F A C U L T Y O F E D U C A T I O N Department of Curriculum and Pedagogy Physics Electromagnetism: Induced Currents Science and Mathematics Education Research Group Supported by UBC Teaching and Learning
More information20D - Homework Assignment 4
Brian Bowers (TA for Hui Sun) MATH 0D Homework Assignment November, 03 0D - Homework Assignment First, I will give a brief overview of how to use variation of parameters. () Ensure that the differential
More informationModeling with First Order ODEs (cont). Existence and Uniqueness of Solutions to First Order Linear IVP. Second Order ODEs
Modeling with First Order ODEs (cont). Existence and Uniqueness of Solutions to First Order Linear IVP. Second Order ODEs September 18 22, 2017 Mixing Problem Yuliya Gorb Example: A tank with a capacity
More informationPLC Papers. Created For:
PLC Papers Created For: t followed by close scrutiny of the marking scheme followed by reassessing every 3 days to attain at least 8 out o Approximate solutions to equations using iteration 1 Grade 9 Objective:
More informationCentral Force Problem
Central Force Problem Consider two bodies of masses, say earth and moon, m E and m M moving under the influence of mutual gravitational force of potential V(r). Now Langangian of the system is where, µ
More informationConductors and Dielectrics
5.1 Current and Current Density Conductors and Dielectrics Electric charges in motion constitute a current. The unit of current is the ampere (A), defined as a rate of movement of charge passing a given
More informationMathematics 308 Geometry. Chapter 2. Elementary coordinate geometry
Mathematics 308 Geometry Chapter 2. Elementary coordinate geometry Using a computer to produce pictures requires translating geometry to numbers, which is carried out through a coordinate system. Through
More informationSummary: Curvilinear Coordinates
Physics 2460 Electricity and Magnetism I, Fall 2007, Lecture 10 1 Summary: Curvilinear Coordinates 1. Summary of Integral Theorems 2. Generalized Coordinates 3. Cartesian Coordinates: Surfaces of Constant
More informationMA304 Differential Geometry
MA34 Differential Geometr Homework solutions, Spring 8, 3% of the final mark Let I R, where I = (a, b) or I = [a, b] Let α : I R 3 be a regular parameterised differentiable curve (not necessaril b arc
More informationIntroduction to Vector Functions
Introduction to Vector Functions Limits and Continuity Philippe B Laval KSU Spring 2012 Philippe B Laval (KSU) Introduction to Vector Functions Spring 2012 1 / 14 Introduction In this section, we study
More informationENGI 4430 Parametric Vector Functions Page dt dt dt
ENGI 4430 Parametric Vector Functions Page 2-01 2. Parametric Vector Functions (continued) Any non-zero vector r can be decomposed into its magnitude r and its direction: r rrˆ, where r r 0 Tangent Vector:
More informationExam. There are 6 problems. Your 5 best answers count. Please pay attention to the presentation of your work! Best 5
Department of Mathematical Sciences Instructor: Daiva Pucinskaite Calculus III June, 06 Name: Exam There are 6 problems. Your 5 best answers count. Please pay attention to the presentation of your work!
More informationSingle Particle Motion
Single Particle Motion C ontents Uniform E and B E = - guiding centers Definition of guiding center E gravitation Non Uniform B 'grad B' drift, B B Curvature drift Grad -B drift, B B invariance of µ. Magnetic
More informationMark Scheme (Results) January 2011
Mark Scheme (Results) January 011 GCE GCE Mechanics M3 (6679) Paper 1 Edexcel Limited. Registered in England and Wales No. 4496750 Registered Office: One90 High Holborn, London WC1V 7BH Edexcel is one
More informationMOMENT OF A FORCE ABOUT A POINT
MOMENT OF A FORCE ABOUT A POINT The tendency of a body to rotate about an axis passing through a specific point O when acted upon by a force (sometimes called a torque). 1 APPLICATIONS A torque or moment
More informationCulminating Review for Vectors
Culminating Review for Vectors 0011 0010 1010 1101 0001 0100 1011 An Introduction to Vectors Applications of Vectors Equations of Lines and Planes 4 12 Relationships between Points, Lines and Planes An
More informationThe spacetime of special relativity
1 The spacetime of special relativity We begin our discussion of the relativistic theory of gravity by reviewing some basic notions underlying the Newtonian and special-relativistic viewpoints of space
More information22.3. Repeated Eigenvalues and Symmetric Matrices. Introduction. Prerequisites. Learning Outcomes
Repeated Eigenvalues and Symmetric Matrices. Introduction In this Section we further develop the theory of eigenvalues and eigenvectors in two distinct directions. Firstly we look at matrices where one
More information