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NPTEL – Physics – Mathematical Physics - 1
Lecture 18
Eigenvalue Problems
Example
1. Consider a mass-spring system given by,
We shall show that this corresponds to an eigenvalue problem, solution of which
will yield the displacements of the two masses and their frequencies of oscillation. Let 𝑦
1,2 be the displacement variables for the two masses π‘š1,2.
One can write the differential equations as,
𝑑𝑑 2
𝑑2𝑦1
= βˆ’(π‘˜ + π‘˜ )𝑦 + π‘˜ 𝑦
1 2 1 2 2 ∢ for mass π‘š1 (1)
𝑑
𝑦
2
2
𝑑𝑑 2 = π‘˜ 𝑦 βˆ’ π‘˜ 𝑦
2 1 2 2 : for mass π‘š (2)
2
Putting values for π‘˜1 and π‘˜2,
𝑑
𝑦
2
1
𝑑𝑑 2 = βˆ’5𝑦1 + 2𝑦2 (3)
𝑑
𝑦
2
2
𝑑𝑑 2 = 2𝑦1 βˆ’ 2𝑦2 (4)
The coupled equations (3) and (4) can be solved using the following eigenvalue equation.
Joint initiative of IITs and IISc – Funded by MHRD Page 9 of 17
NPTEL – Physics – Mathematical Physics - 1
𝑑2𝑦 𝑦1
𝑑𝑑2 = π‘¦Μˆ = (π‘¦Μˆ2
) = 𝐴𝑦 = [
π‘¦Μˆ1 βˆ’5 2
2 βˆ’ 2 2
] (𝑦 ) (5)
One may try a solution of the form,
π‘Œ = π΄π‘’πœ”π‘‘
(6)
Putting this in (5) leads to the eigenvalue equation,
𝐴𝑦 = πœ†y where πœ† = πœ”2
and 𝐴 = [ βˆ’5 2 ]
2 βˆ’ 2
A has the
eigenvalues
-
[βˆ’5 βˆ’ πœ† 2
2 βˆ’ 2 βˆ’ πœ†
] = 0
β‡’ πœ†1 = βˆ’1 and πœ†2 = βˆ’6
So, πœ” = βˆšβˆ’1 and βˆšβˆ’6
= 𝑖 and √6𝑖 respectively. The
corresponding e-vectors are-
𝑦1 = ( ) corresponding to 𝑖
1
2
and 𝑦2 = ( 2 ) corresponding to √6𝑖
βˆ’1
Thus we obtain four complex solutions
𝑦1𝑒𝑖𝑑 = 𝑦1(π‘π‘œπ‘ π‘‘ Β± 𝑖𝑠𝑖𝑛𝑑)
𝑦2π‘’π‘–βˆš6𝑑 = 𝑦2(π‘π‘œπ‘ βˆš6𝑑 Β± π‘–π‘ π‘–π‘›βˆš6𝑑)
Thus the real solutions are
𝑦1π‘π‘œπ‘ π‘‘, 𝑦1𝑠𝑖𝑛𝑑, 𝑦2π‘π‘œπ‘ βˆš6𝑑, 𝑦2π‘ π‘–π‘›βˆš6𝑑
A general solution is obtained by taking a linear combination of all the above
solutions.
𝑦 = 𝑦1(π‘Ž1π‘π‘œπ‘ π‘‘ + 𝑏1𝑠𝑖𝑛𝑑) + (𝑦2π‘Ž2π‘π‘œπ‘ βˆš6𝑑 + 𝑏2π‘ π‘–π‘›βˆš6𝑑)
with arbitrary constants π‘Ž1, π‘Ž2, 𝑏1, 𝑏2 which can be defined from the initial
conditions. From the structure of the vectors 𝑦1 and 𝑦2, one can write the final
solutions as-
Joint initiative of IITs and IISc – Funded by MHRD Page 10 of 17
NPTEL – Physics – Mathematical Physics - 1
𝑦1 = π‘Ž1π‘π‘œπ‘ π‘‘ + 𝑏1𝑠𝑖𝑛𝑑 + 2π‘Ž2π‘π‘œπ‘ βˆš6𝑑 + 2𝑏2π‘ π‘–π‘›βˆš6𝑑
𝑦2 = 2π‘Ž1π‘π‘œπ‘ π‘‘ + 2𝑏1𝑠𝑖𝑛𝑑 βˆ’ π‘Ž2π‘π‘œπ‘ βˆš6𝑑 βˆ’ 𝑏2π‘ π‘–π‘›βˆš6𝑑
These solutions represent the displacement of the coupled
masses.
Joint initiative of IITs and IISc – Funded by MHRD Page 11 of 17

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lec18.ppt

  • 1. NPTEL – Physics – Mathematical Physics - 1 Lecture 18 Eigenvalue Problems Example 1. Consider a mass-spring system given by, We shall show that this corresponds to an eigenvalue problem, solution of which will yield the displacements of the two masses and their frequencies of oscillation. Let 𝑦 1,2 be the displacement variables for the two masses π‘š1,2. One can write the differential equations as, 𝑑𝑑 2 𝑑2𝑦1 = βˆ’(π‘˜ + π‘˜ )𝑦 + π‘˜ 𝑦 1 2 1 2 2 ∢ for mass π‘š1 (1) 𝑑 𝑦 2 2 𝑑𝑑 2 = π‘˜ 𝑦 βˆ’ π‘˜ 𝑦 2 1 2 2 : for mass π‘š (2) 2 Putting values for π‘˜1 and π‘˜2, 𝑑 𝑦 2 1 𝑑𝑑 2 = βˆ’5𝑦1 + 2𝑦2 (3) 𝑑 𝑦 2 2 𝑑𝑑 2 = 2𝑦1 βˆ’ 2𝑦2 (4) The coupled equations (3) and (4) can be solved using the following eigenvalue equation. Joint initiative of IITs and IISc – Funded by MHRD Page 9 of 17
  • 2. NPTEL – Physics – Mathematical Physics - 1 𝑑2𝑦 𝑦1 𝑑𝑑2 = π‘¦Μˆ = (π‘¦Μˆ2 ) = 𝐴𝑦 = [ π‘¦Μˆ1 βˆ’5 2 2 βˆ’ 2 2 ] (𝑦 ) (5) One may try a solution of the form, π‘Œ = π΄π‘’πœ”π‘‘ (6) Putting this in (5) leads to the eigenvalue equation, 𝐴𝑦 = πœ†y where πœ† = πœ”2 and 𝐴 = [ βˆ’5 2 ] 2 βˆ’ 2 A has the eigenvalues - [βˆ’5 βˆ’ πœ† 2 2 βˆ’ 2 βˆ’ πœ† ] = 0 β‡’ πœ†1 = βˆ’1 and πœ†2 = βˆ’6 So, πœ” = βˆšβˆ’1 and βˆšβˆ’6 = 𝑖 and √6𝑖 respectively. The corresponding e-vectors are- 𝑦1 = ( ) corresponding to 𝑖 1 2 and 𝑦2 = ( 2 ) corresponding to √6𝑖 βˆ’1 Thus we obtain four complex solutions 𝑦1𝑒𝑖𝑑 = 𝑦1(π‘π‘œπ‘ π‘‘ Β± 𝑖𝑠𝑖𝑛𝑑) 𝑦2π‘’π‘–βˆš6𝑑 = 𝑦2(π‘π‘œπ‘ βˆš6𝑑 Β± π‘–π‘ π‘–π‘›βˆš6𝑑) Thus the real solutions are 𝑦1π‘π‘œπ‘ π‘‘, 𝑦1𝑠𝑖𝑛𝑑, 𝑦2π‘π‘œπ‘ βˆš6𝑑, 𝑦2π‘ π‘–π‘›βˆš6𝑑 A general solution is obtained by taking a linear combination of all the above solutions. 𝑦 = 𝑦1(π‘Ž1π‘π‘œπ‘ π‘‘ + 𝑏1𝑠𝑖𝑛𝑑) + (𝑦2π‘Ž2π‘π‘œπ‘ βˆš6𝑑 + 𝑏2π‘ π‘–π‘›βˆš6𝑑) with arbitrary constants π‘Ž1, π‘Ž2, 𝑏1, 𝑏2 which can be defined from the initial conditions. From the structure of the vectors 𝑦1 and 𝑦2, one can write the final solutions as- Joint initiative of IITs and IISc – Funded by MHRD Page 10 of 17
  • 3. NPTEL – Physics – Mathematical Physics - 1 𝑦1 = π‘Ž1π‘π‘œπ‘ π‘‘ + 𝑏1𝑠𝑖𝑛𝑑 + 2π‘Ž2π‘π‘œπ‘ βˆš6𝑑 + 2𝑏2π‘ π‘–π‘›βˆš6𝑑 𝑦2 = 2π‘Ž1π‘π‘œπ‘ π‘‘ + 2𝑏1𝑠𝑖𝑛𝑑 βˆ’ π‘Ž2π‘π‘œπ‘ βˆš6𝑑 βˆ’ 𝑏2π‘ π‘–π‘›βˆš6𝑑 These solutions represent the displacement of the coupled masses. Joint initiative of IITs and IISc – Funded by MHRD Page 11 of 17