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Classification of Almost
Linear Equation in
n-Independent Variables
8/14/2023 University of Engineering Technology Taxila 2
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Layout
8/14/2023 University of Engineering Technology Taxila 4
INTRODUCTION:
Let 𝑒 = 𝑒(π‘₯1, . . , π‘₯𝑛) be a function of n-independent variable π‘₯1, … , π‘₯𝑛.
A partial differential equation that contain the independent variable
π‘₯1, … , π‘₯𝑛 , the dependent variable or the unknown function u and its
partial derivatives up to some order . It has the form
𝐹 π‘₯1, … , π‘₯𝑛, 𝑒, 𝑒π‘₯1
, . . , 𝑒π‘₯𝑛
, 𝑒π‘₯1π‘₯1
, … . , 𝑒π‘₯𝑖π‘₯𝑗
, … = 0
Where F is given function and 𝑒π‘₯𝑗
=
πœ•π‘’
πœ•π‘₯𝑗
, 𝑒π‘₯𝑖π‘₯𝑗
=
πœ•2𝑒
πœ•π‘₯π‘–πœ•π‘₯𝑗
𝑖, 𝑗 = 1, … , 𝑛
are the partial derivatives of u. The order of partial differential equation
is the order of the highest derivatives which is appear in the equation.
8/14/2023 University of Engineering Technology Taxila 5
Almost Linear Second Order
Equation In n-Independent Variables:
An almost-linear second order equation in n-independent variables π‘₯1, π‘₯2, … . . π‘₯𝑛 is
of the form
𝑖=1
𝑛
𝑗=1
𝑛
𝐴𝑖𝑗
πœ•2𝑒
πœ•π‘₯π‘–πœ•π‘₯𝑗
+ M π‘₯1, π‘₯2, … . π‘₯𝑛, 𝑒, 𝑒π‘₯1
, 𝑒π‘₯2
, … , 𝑒π‘₯𝑛
= 0 (1)
It is assumed that the coefficient 𝐴𝑖𝑗 are real-valued continuously differentiable
function of π‘₯1, π‘₯2, … . , π‘₯𝑛 and that 𝐴𝑖𝑗 = 𝐴𝑗𝑖, i,j=1,2,…,n.
The linear operator
𝐿 = 𝑖=1
𝑛
𝑖=1
𝑛
𝐴𝑖𝑗𝐷π‘₯𝑖
𝐷π‘₯𝑗
where 𝐷π‘₯𝑖
=
πœ•
πœ•π‘₯𝑖
𝑖 = 1,2, … . , 𝑛
𝐷π‘₯𝑗
=
πœ•
πœ•π‘₯𝑗
𝑗 = 1,2, … . , 𝑛
is called the principal part of the operator L appearing in equation (1).
8/14/2023 University of Engineering Technology Taxila 6
Classification based on the
characteristic form:
Classification based on the characteristic form
𝑄 πœ‰ = 𝑖=1
𝑛
𝑖=1
𝑛
π΄π‘–π‘—πœ‰π‘–πœ‰π‘— (2)
It is understood that the function 𝐴𝑖𝑗 are evaluated at π‘₯1 = π‘₯10, … … . , π‘₯𝑛 = π‘₯𝑛0 and
(πœ‰1, … . , πœ‰π‘›) is a real n-tuple.
A well known property of such a real quadratic is that there exist a linear
transformation πœ‰π‘– = 𝑗=1
𝑛
π‘†π‘–π‘—πœ‚π‘— i=1,2,…,n where 𝑆 = 𝑆𝑖𝑗 is a non-singular matrix such
that 𝑄(πœ‰) is reduce to canonical form.
𝑄 πœ‚ = πœ‚1
2
+ β‹― + πœ‚π‘
2
βˆ’ πœ‚π‘+1
2
βˆ’ β‹― βˆ’ πœ‚π‘+π‘ž
2
(3)
Where πœ‚π‘– β‰  0, 𝑖 = 1,2, … , 𝑝 + π‘ž
𝑝 β‰₯ 0 is called the positive index in (3).
π‘ž ≀ 0 is called the negative index.
8/14/2023 University of Engineering Technology Taxila 7
Continue…..
Therefore the classification of the canonical form of the characteristic form of
equation (2).
Let
πœ‰ = π΄πœ‚
be the non-singular linear transformation reducing the equation (2) to the
canonical form. Then the transformation
𝑦 = 𝐴𝑇
π‘₯
reducing equation (3) β‡’
𝑖=1
𝑝
𝑣𝑦𝑖𝑦𝑖
βˆ’ 𝑖=1
π‘ž
𝑣𝑦𝑝+𝑖𝑦𝑝+𝑖 + 𝐹 𝑦, 𝑣, 𝛻𝑣 = 0,
Where
𝑣 𝑦 = 𝑒( 𝐴𝑇 βˆ’1𝑦).
8/14/2023 University of Engineering Technology Taxila 8
Continue…..
And the number π‘Ÿ = 𝑝 + π‘ž is called rank of characteristic form Q at a point
π‘₯1 = π‘₯10, … π‘₯𝑛 = π‘₯𝑛0. The rank π‘Ÿ ≀ 𝑛 , and r is called the rank of matrix 𝐴 = 𝐴𝑖𝑗 at the
point. The number v = 𝑛 βˆ’ π‘Ÿ is called the nullity of the characteristic form, and 𝜈 β‰₯ 0.
Thus 𝜈>0 if and only if the rank of matrix A is less then n that is if and only if A is a
singular matrix.
The important thing is that these numbers are invariant with respect to real
nonsingular linear transformations of the variable πœ‰1, πœ‰2 , … , πœ‰π‘› that is they have the
same value regardless the mode of the reduction of the 𝑄 πœ‰ to the form in eqn (3).
At π‘₯1 = π‘₯10, … , π‘₯𝑛 = π‘₯𝑛0 the operator L (in equ 1) is said to be
1. Elliptic if 𝜈 = 0, π‘Žπ‘›π‘‘ π‘’π‘–π‘‘β„Žπ‘’π‘Ÿ 𝑝 = 0 π‘œπ‘Ÿ π‘ž = 0
2. Hyperbolic if 𝜈 = 0 π‘Žπ‘›π‘‘ π‘’π‘–π‘‘β„Žπ‘’π‘Ÿ 𝑝 = 𝑛 βˆ’ 1 π‘Žπ‘›π‘‘ π‘ž = 1 π‘œπ‘Ÿ 𝑝 = 1 π‘Žπ‘›π‘‘ π‘ž = 𝑛 βˆ’ 1
3. Ultra hyperbolic if 𝜈 = 0 π‘Žπ‘›π‘‘ 1 < π‘ž < 𝑛 βˆ’ 1 (π‘ π‘œ 1 < 𝑝 < 𝑛 βˆ’ 1 )
4. Parabolic if 𝜈 > 0
8/14/2023 University of Engineering Technology Taxila 8
Continue…
β€’ The operator L is elliptic at the point if and only if ,the characteristic form is definite ,
being either positive definite or negative definite .
β€’ The form is positive definite if 𝑄(πœ‰) β‰₯ 0 holds for all real n-tuples ( πœ‰1, . . , πœ‰π‘› )
and 𝑄 πœ‰ = 0 if and only if πœ‰1 = β‹― = πœ‰π‘› = 0.
β€’ The form is the negative definite if
𝑄(πœ‰) ≀ 0 .
8/14/2023 University of Engineering Technology Taxila 9
Explanation.
Question:
𝑄 πœ‰ = 𝑖=1
𝑛
𝑗=1
𝑛
π΄π‘–π‘—πœ‰π‘–πœ‰π‘— (2)
We discuss this general form for n=2 and for n > 2.
Solution:
Case:1
For n=2
𝑄 πœ‰ = 𝐴11πœ‰1
2
+ 2𝐴12πœ‰1πœ‰2 + 𝐴22πœ‰2
2
This form is definite if and only if Ξ” = 𝐴12
2
βˆ’ 𝐴11𝐴22 < 0.
Thus the criterion for ellipticity of L in the general case reduce in the particular case
n=2 to the criterion stated previously for the operator.
In the same way it follows that the criteria for the hyperbolicity and parabolicity
state above reduce to Ξ” > 0 and Ξ” = 0 respectively.
8/14/2023 University of Engineering Technology Taxila 11
continue….
β€’ Case :2
If n>2, it is not possible in general to reduce Equ (1) to normal form in a
region. However in the special case where the coefficient 𝐴𝑖𝑗 are constant it is possible
to reduce the differential equation to normal form. Then equation (1) becomes
1. If L is Elliptic
Δ𝑣 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛)
where β€˜c’ is constant and Δ𝑣 =
πœ•2𝑣
πœ•π‘₯1
2 + β‹― +
πœ•2𝑣
πœ•π‘₯𝑛
2
2. If L is hyperbolic
πœ•2𝑣
πœ•π‘₯1
2 + β‹― +
πœ•2𝑣
πœ•π‘₯π‘›βˆ’1
2 βˆ’
πœ•2𝑣
πœ•π‘₯𝑛
2 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛)
3. If L is ultra hyperbolic the equation ca be reduce to normal form
πœ•2𝑣
πœ•π‘₯1
2 + β‹― +
πœ•2𝑣
πœ•π‘₯𝑝
2 βˆ’
πœ•2𝑣
πœ•π‘₯𝑝+1
2 βˆ’ β‹― βˆ’
πœ•2𝑣
πœ•π‘₯𝑝+π‘ž
2 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛)
8/14/2023 University of Engineering Technology Taxila 12
continue….
Where 1 < 𝑝 < 𝑛 βˆ’ 1 π‘Žπ‘›π‘‘ 𝑝 + π‘ž = 𝑛 .
4. If L is parabolic
πœ•2𝑣
πœ•π‘₯1
2 + β‹― +
πœ•2𝑣
πœ•π‘₯π‘Ÿ
2 + π΅π‘Ÿ+1
πœ•π‘£
πœ•π‘₯π‘Ÿ+1
2 + β‹― + 𝐡𝑛
πœ•π‘£
πœ•π‘₯𝑛
+ 𝑐𝑣 = 𝐹(π‘₯1, . . . , π‘₯𝑛)
where 0 < π‘Ÿ < 𝑛.
If n=2 the normal written above in the hyperbolic case is
πœ•2𝑣
πœ•π‘₯2 βˆ’
πœ•2𝑣
πœ•π‘¦2 + 𝑐𝑣 = 𝐹 π‘₯, 𝑦 .
8/14/2023 University of Engineering Technology Taxila 13
Example:
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Continue….
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Continue…
8/14/2023 University of Engineering Technology Taxila 16
Explanation…..
8/14/2023 University of Engineering Technology Taxila 19
8/14/2023 University of Engineering Technology Taxila 20
8/14/2023 University of Engineering Technology Taxila 21
8/14/2023 University of Engineering Technology Taxila 22

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Classification of Almost Linear Equation in n-Independent 1111111 Variables.pptx

  • 1.
  • 2. Classification of Almost Linear Equation in n-Independent Variables 8/14/2023 University of Engineering Technology Taxila 2
  • 3. 8/14/2023 University of Engineering Technology Taxila 3
  • 4. Layout 8/14/2023 University of Engineering Technology Taxila 4
  • 5. INTRODUCTION: Let 𝑒 = 𝑒(π‘₯1, . . , π‘₯𝑛) be a function of n-independent variable π‘₯1, … , π‘₯𝑛. A partial differential equation that contain the independent variable π‘₯1, … , π‘₯𝑛 , the dependent variable or the unknown function u and its partial derivatives up to some order . It has the form 𝐹 π‘₯1, … , π‘₯𝑛, 𝑒, 𝑒π‘₯1 , . . , 𝑒π‘₯𝑛 , 𝑒π‘₯1π‘₯1 , … . , 𝑒π‘₯𝑖π‘₯𝑗 , … = 0 Where F is given function and 𝑒π‘₯𝑗 = πœ•π‘’ πœ•π‘₯𝑗 , 𝑒π‘₯𝑖π‘₯𝑗 = πœ•2𝑒 πœ•π‘₯π‘–πœ•π‘₯𝑗 𝑖, 𝑗 = 1, … , 𝑛 are the partial derivatives of u. The order of partial differential equation is the order of the highest derivatives which is appear in the equation. 8/14/2023 University of Engineering Technology Taxila 5
  • 6. Almost Linear Second Order Equation In n-Independent Variables: An almost-linear second order equation in n-independent variables π‘₯1, π‘₯2, … . . π‘₯𝑛 is of the form 𝑖=1 𝑛 𝑗=1 𝑛 𝐴𝑖𝑗 πœ•2𝑒 πœ•π‘₯π‘–πœ•π‘₯𝑗 + M π‘₯1, π‘₯2, … . π‘₯𝑛, 𝑒, 𝑒π‘₯1 , 𝑒π‘₯2 , … , 𝑒π‘₯𝑛 = 0 (1) It is assumed that the coefficient 𝐴𝑖𝑗 are real-valued continuously differentiable function of π‘₯1, π‘₯2, … . , π‘₯𝑛 and that 𝐴𝑖𝑗 = 𝐴𝑗𝑖, i,j=1,2,…,n. The linear operator 𝐿 = 𝑖=1 𝑛 𝑖=1 𝑛 𝐴𝑖𝑗𝐷π‘₯𝑖 𝐷π‘₯𝑗 where 𝐷π‘₯𝑖 = πœ• πœ•π‘₯𝑖 𝑖 = 1,2, … . , 𝑛 𝐷π‘₯𝑗 = πœ• πœ•π‘₯𝑗 𝑗 = 1,2, … . , 𝑛 is called the principal part of the operator L appearing in equation (1). 8/14/2023 University of Engineering Technology Taxila 6
  • 7. Classification based on the characteristic form: Classification based on the characteristic form 𝑄 πœ‰ = 𝑖=1 𝑛 𝑖=1 𝑛 π΄π‘–π‘—πœ‰π‘–πœ‰π‘— (2) It is understood that the function 𝐴𝑖𝑗 are evaluated at π‘₯1 = π‘₯10, … … . , π‘₯𝑛 = π‘₯𝑛0 and (πœ‰1, … . , πœ‰π‘›) is a real n-tuple. A well known property of such a real quadratic is that there exist a linear transformation πœ‰π‘– = 𝑗=1 𝑛 π‘†π‘–π‘—πœ‚π‘— i=1,2,…,n where 𝑆 = 𝑆𝑖𝑗 is a non-singular matrix such that 𝑄(πœ‰) is reduce to canonical form. 𝑄 πœ‚ = πœ‚1 2 + β‹― + πœ‚π‘ 2 βˆ’ πœ‚π‘+1 2 βˆ’ β‹― βˆ’ πœ‚π‘+π‘ž 2 (3) Where πœ‚π‘– β‰  0, 𝑖 = 1,2, … , 𝑝 + π‘ž 𝑝 β‰₯ 0 is called the positive index in (3). π‘ž ≀ 0 is called the negative index. 8/14/2023 University of Engineering Technology Taxila 7
  • 8. Continue….. Therefore the classification of the canonical form of the characteristic form of equation (2). Let πœ‰ = π΄πœ‚ be the non-singular linear transformation reducing the equation (2) to the canonical form. Then the transformation 𝑦 = 𝐴𝑇 π‘₯ reducing equation (3) β‡’ 𝑖=1 𝑝 𝑣𝑦𝑖𝑦𝑖 βˆ’ 𝑖=1 π‘ž 𝑣𝑦𝑝+𝑖𝑦𝑝+𝑖 + 𝐹 𝑦, 𝑣, 𝛻𝑣 = 0, Where 𝑣 𝑦 = 𝑒( 𝐴𝑇 βˆ’1𝑦). 8/14/2023 University of Engineering Technology Taxila 8
  • 9. Continue….. And the number π‘Ÿ = 𝑝 + π‘ž is called rank of characteristic form Q at a point π‘₯1 = π‘₯10, … π‘₯𝑛 = π‘₯𝑛0. The rank π‘Ÿ ≀ 𝑛 , and r is called the rank of matrix 𝐴 = 𝐴𝑖𝑗 at the point. The number v = 𝑛 βˆ’ π‘Ÿ is called the nullity of the characteristic form, and 𝜈 β‰₯ 0. Thus 𝜈>0 if and only if the rank of matrix A is less then n that is if and only if A is a singular matrix. The important thing is that these numbers are invariant with respect to real nonsingular linear transformations of the variable πœ‰1, πœ‰2 , … , πœ‰π‘› that is they have the same value regardless the mode of the reduction of the 𝑄 πœ‰ to the form in eqn (3). At π‘₯1 = π‘₯10, … , π‘₯𝑛 = π‘₯𝑛0 the operator L (in equ 1) is said to be 1. Elliptic if 𝜈 = 0, π‘Žπ‘›π‘‘ π‘’π‘–π‘‘β„Žπ‘’π‘Ÿ 𝑝 = 0 π‘œπ‘Ÿ π‘ž = 0 2. Hyperbolic if 𝜈 = 0 π‘Žπ‘›π‘‘ π‘’π‘–π‘‘β„Žπ‘’π‘Ÿ 𝑝 = 𝑛 βˆ’ 1 π‘Žπ‘›π‘‘ π‘ž = 1 π‘œπ‘Ÿ 𝑝 = 1 π‘Žπ‘›π‘‘ π‘ž = 𝑛 βˆ’ 1 3. Ultra hyperbolic if 𝜈 = 0 π‘Žπ‘›π‘‘ 1 < π‘ž < 𝑛 βˆ’ 1 (π‘ π‘œ 1 < 𝑝 < 𝑛 βˆ’ 1 ) 4. Parabolic if 𝜈 > 0 8/14/2023 University of Engineering Technology Taxila 8
  • 10. Continue… β€’ The operator L is elliptic at the point if and only if ,the characteristic form is definite , being either positive definite or negative definite . β€’ The form is positive definite if 𝑄(πœ‰) β‰₯ 0 holds for all real n-tuples ( πœ‰1, . . , πœ‰π‘› ) and 𝑄 πœ‰ = 0 if and only if πœ‰1 = β‹― = πœ‰π‘› = 0. β€’ The form is the negative definite if 𝑄(πœ‰) ≀ 0 . 8/14/2023 University of Engineering Technology Taxila 9
  • 11. Explanation. Question: 𝑄 πœ‰ = 𝑖=1 𝑛 𝑗=1 𝑛 π΄π‘–π‘—πœ‰π‘–πœ‰π‘— (2) We discuss this general form for n=2 and for n > 2. Solution: Case:1 For n=2 𝑄 πœ‰ = 𝐴11πœ‰1 2 + 2𝐴12πœ‰1πœ‰2 + 𝐴22πœ‰2 2 This form is definite if and only if Ξ” = 𝐴12 2 βˆ’ 𝐴11𝐴22 < 0. Thus the criterion for ellipticity of L in the general case reduce in the particular case n=2 to the criterion stated previously for the operator. In the same way it follows that the criteria for the hyperbolicity and parabolicity state above reduce to Ξ” > 0 and Ξ” = 0 respectively. 8/14/2023 University of Engineering Technology Taxila 11
  • 12. continue…. β€’ Case :2 If n>2, it is not possible in general to reduce Equ (1) to normal form in a region. However in the special case where the coefficient 𝐴𝑖𝑗 are constant it is possible to reduce the differential equation to normal form. Then equation (1) becomes 1. If L is Elliptic Δ𝑣 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛) where β€˜c’ is constant and Δ𝑣 = πœ•2𝑣 πœ•π‘₯1 2 + β‹― + πœ•2𝑣 πœ•π‘₯𝑛 2 2. If L is hyperbolic πœ•2𝑣 πœ•π‘₯1 2 + β‹― + πœ•2𝑣 πœ•π‘₯π‘›βˆ’1 2 βˆ’ πœ•2𝑣 πœ•π‘₯𝑛 2 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛) 3. If L is ultra hyperbolic the equation ca be reduce to normal form πœ•2𝑣 πœ•π‘₯1 2 + β‹― + πœ•2𝑣 πœ•π‘₯𝑝 2 βˆ’ πœ•2𝑣 πœ•π‘₯𝑝+1 2 βˆ’ β‹― βˆ’ πœ•2𝑣 πœ•π‘₯𝑝+π‘ž 2 + 𝑐𝑣 = 𝐹(π‘₯1, … , π‘₯𝑛) 8/14/2023 University of Engineering Technology Taxila 12
  • 13. continue…. Where 1 < 𝑝 < 𝑛 βˆ’ 1 π‘Žπ‘›π‘‘ 𝑝 + π‘ž = 𝑛 . 4. If L is parabolic πœ•2𝑣 πœ•π‘₯1 2 + β‹― + πœ•2𝑣 πœ•π‘₯π‘Ÿ 2 + π΅π‘Ÿ+1 πœ•π‘£ πœ•π‘₯π‘Ÿ+1 2 + β‹― + 𝐡𝑛 πœ•π‘£ πœ•π‘₯𝑛 + 𝑐𝑣 = 𝐹(π‘₯1, . . . , π‘₯𝑛) where 0 < π‘Ÿ < 𝑛. If n=2 the normal written above in the hyperbolic case is πœ•2𝑣 πœ•π‘₯2 βˆ’ πœ•2𝑣 πœ•π‘¦2 + 𝑐𝑣 = 𝐹 π‘₯, 𝑦 . 8/14/2023 University of Engineering Technology Taxila 13
  • 14. Example: 8/14/2023 University of Engineering Technology Taxila 14
  • 15. Continue…. 8/14/2023 University of Engineering Technology Taxila 15
  • 16. Continue… 8/14/2023 University of Engineering Technology Taxila 16
  • 17.
  • 18.
  • 19. Explanation….. 8/14/2023 University of Engineering Technology Taxila 19
  • 20. 8/14/2023 University of Engineering Technology Taxila 20
  • 21. 8/14/2023 University of Engineering Technology Taxila 21
  • 22. 8/14/2023 University of Engineering Technology Taxila 22