INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of...

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INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email [email protected] Tel (65) 874-2749

Transcript of INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of...

Page 1: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEMS IN MECHANICS

Wayne Lawton

Department of Mathematics

National University of Singapore

2 Science Drive 2

Singapore 117543

Email [email protected] (65) 874-2749

Page 2: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

DIRECT and INVERSE PROBLEMS

Direct: given the coefficient vector

compute the roots

,0a),a,a,,a,(a a N011-NN

k1 k1

kkNN ii ii(-1)a,1a

of the equation

.0axaxaxa 01N

1-NN

N1

01 ,,

Inverse: given the roots of the equation, compute the coefficient vector. Answer: up to a scalar multiple

Page 3: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

RIGID BODY MODEL

In 1765 the mathematician Leonard Euler usedNewton’s laws and properties of rotations to derive a system of three nonlinear first order differential equations that describe the motion of a rigid body. In matrix notation, these equations are

)A(A is the 3 x 3 inertia operatorA

is the angular velocity in the body

BB)( 1

Page 4: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

DIRECT PROBLEM

Attracted the attention of leading mathematicians and physicists for two and a half centuries, including Adler, Appel, Arnold, Audin, Bobylev, Cartan, Chaplygin, Delone, Haine, Hilbert, Jacobi, Jordan, Kirillov, Klein, Kovalevskaya, Lagrange, Lax, Painleve, Picard, Poincare, Poinsot, Poisson, Suslov, Steklov, Weil, and Whittaker.

Motivated much applied and theoretical mathematicsincluding dynamics, elliptic functions, integrablesystems, solitons, and string theories.

Page 5: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

Algebraic versus numerical computation

Geometric intuition versus symbolic manipulation

if

A can be computed from

(up to a multiple) only if is not degenerate

))nnA(()nnA( TT

Result 1

Rt,0)t(nT

(lies in a two dimensional subspace), since

Page 6: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

B

Angular velocity in space B

momentum in space BAm

E2mT

Energy A5.0E T and angular

are constant

Page 7: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

is degenerate if and only if

)A(eig}III{E2

mm321

T

Result 2

is nongegenerate then

If

is bounded below by a positive number, T

is periodic

and

Page 8: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

Converse of result 1.Result 3

mMAM

We first observe that

Eu2mM

Page 9: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

12 ss

2

1

Ts

sdt)t()t(M

where for

2

1

Ts

sdt)t()t(M

2

1

Tm

s

sdt)t(Bm)t(M

2

1

s

sdt)t(u

Page 10: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

INVERSE PROBLEM

Therefore, it suffices to show that V

If it lies in the line }E2mx|x{V T and hence is unbounded since TT

can not

lie in a two dimensional subspace

is bounded below by a positive number. This

contradicts the fact that

TT

is bounded above.

Page 11: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

TWO MORE ALGORITHMS

Algorithm 2. Compute a minor eigenvector of

Algorithm 3. Exploit relationships between

and the null vector of the matrix

2

1

ss

dt2||)D(D||)D(Q

jjiiiijjTGij

)A(eig

computed from the moments of

Page 12: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

EXTENSIONS

2. Compute A from two measurements of

1. Prove results 1 and 3 for geodesic flows ongeneral Lie groups with invariant metrics, e.g. Euler-Poincare equations for the (polymer) metric

),B( 3. Inverse problems for general classes of differential equations, e.g. integrable, stochastic

volume

2 vuvuv,u

Page 13: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

REFERENCES

[2] Arnold, V. I., Mathematical Methods of ClassicalMechanics, Springer, New York, 1978.

[3] Auden, M., Spinning Tops, Cambridge UniversityPress, 1996.

[4] Chang, Y. T., Tabor, M., Weiss, J., Analyticstructure of the Henon-Heiles hamiltonian andintegrable and nonintegrable regimes”, Journal ofMathematical Physics, 23, p. 531, 1982.

[1] Abraham, R. and Marsden, J. E., Foundations ofMechanics, Benjamin, Massachusetts, 1978. 

Page 14: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

REFERENCES

[6] V. V. Golubev, Lectures on the Integration of theEquations of Motion of a Rigid Body About a FixedPoint, State Publishing House of Theoretical TechnicalLiterature, Moscow, 1953.

[7] Lawton, W. and Noakes, L., “Computing the inertiaoperator of a rigid body”, Journal of Mathematical Physics,April or May, 2001.

[5] Euler, L., Theoria motus corporum solidorum seurigodorum, 1765.

Page 15: INVERSE PROBLEMS IN MECHANICS Wayne Lawton Department of Mathematics National University of Singapore 2 Science Drive 2 Singapore 117543 Email matwml@nus.edu.sg.

REFERENCES

[9] Marsden, J. E., Ebin, D. G. and Fischer, A. E.,“Diffeomorphism groups, hydrodynamics and relativity”,Proc. 13th biennial seminar of the Canadian MathematicalCongress (J. R. Vanstone, ed.), Montreal (1972), 135-279.

[10] Weiss, J., Tabor, M. and Carnvale, G., “The Painleve’ property for partial differential equations”, Journal ofMathematical Physics, 24, p. 522, 1983.

[8] Lawton, W. and Lenbury, Y., “Interpolatory solutions of linear ODE’s”, Submitted.