Math Problem Statement
Using the usual rules of index notation, evaluate the following expressions: (a) ijij (b) ijkkji (c) ijkaiak (d) ijk @2 @xi@xj (e) aibjij
Solution
The usual rules of index notation include the Einstein summation convention, where repeated indices imply summation, and the properties of the Kronecker delta and the Levi-Civita symbol . Let us evaluate each expression step by step.
(a) :
Using the Kronecker delta property: The Kronecker delta satisfies (the trace of the identity matrix in 3D):
(b) :
Expand the Levi-Civita symbols: The property of Levi-Civita symbols states: For three dimensions, this simplifies to:
(c) :
In this expression: The Levi-Civita symbol is antisymmetric in and . Since is symmetric under the interchange of and , the product due to antisymmetry.
(d) :
The second derivative operator is symmetric under and . Since is antisymmetric under and , their product is zero:
(e) :
Using the Einstein summation convention: This is simply the dot product of the vectors and :
Final Answers:
(a) .
(b) .
(c) .
(d) .
(e) .
Do you want detailed derivations or have any questions?
Here are 5 related questions to expand your understanding:
- What are the properties of the Levi-Civita symbol in 2D versus 3D?
- How does the Kronecker delta simplify summations in higher dimensions?
- What are some physical applications of these tensor operations (e.g., in fluid dynamics or electromagnetism)?
- How does symmetry or antisymmetry of tensors impact their contraction?
- Can you derive the determinant of a 3x3 matrix using the Levi-Civita symbol?
Tip: When working with the Levi-Civita symbol, always check the symmetry properties of the associated terms to identify when contractions vanish.
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Math Problem Analysis
Mathematical Concepts
Index Notation
Einstein Summation Convention
Kronecker Delta
Levi-Civita Symbol
Tensors
Symmetry and Antisymmetry
Formulas
δij δij = 3
εijk εkji = 6
εijk ai ak = 0
εijk (∂^2 / ∂xi ∂xj) = 0
ai bj δij = a · b
Theorems
Einstein Summation Convention
Properties of Kronecker Delta
Properties of Levi-Civita Symbol
Suitable Grade Level
Undergraduate (Mathematics/Physics)
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