Undergrad Why is the Alternator Alternating?

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SUMMARY

The discussion centers on the mathematical concept of the Alternator, denoted as $$Alt(T)$$, which transforms multilinear functions into alternating tensors. It is defined using the formula $$Alt(T) = \frac{1}{k!} \sum_{\sigma \in S_n} sgn(\sigma) T(v_{\sigma(1)},...,v_{\sigma(k)})$$, where $$S_n$$ represents the group of permutations. The key conclusion is that the alternator exhibits alternating properties, specifically that swapping two argument vectors results in a sign change, as demonstrated by the equation $$Alt_2(v_1 \otimes v_2) = -Alt_2(v_2 \otimes v_1)$$. This property generalizes to k-homogeneous tensors and can be adapted for tensors of different ranks.

PREREQUISITES
  • Understanding of multilinear functions and tensors
  • Familiarity with permutation groups and the signum function
  • Knowledge of tensor operations, specifically the tensor product
  • Basic concepts of combinatorics, particularly factorials and binomial coefficients
NEXT STEPS
  • Study the properties of multilinear maps and their applications in linear algebra
  • Explore the concept of alternating forms in differential geometry
  • Learn about the generalization of the Alternator to higher-dimensional tensors
  • Investigate the relationship between alternating tensors and determinants in linear transformations
USEFUL FOR

Mathematicians, physicists, and students studying linear algebra or tensor analysis who seek to understand the properties and applications of alternating tensors.

Maxi1995
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Hello,
let us define the Alternator $$Alt(T)$$ where T is a multilinear function
$$Alt(T):= \frac{1}{k!} \sum_{\sigma \in S_n} sgn(\sigma) T (v_{\sigma(1)},...,v_{\sigma(k)}))$$.

Further recognize that

$$S_n$$

is the group of permutations and sgn the signum of the permutation.
May someone explain me why the alternator is alternating, thus to say if I change two argument vectors in Alt, then a minus will appear, as an example

$$w(v_1,...,v_n)=- w(v_n,...,v_1)$$
 
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It should be formulated a bit more precise. Let's assume we have a tensor ##T=v_1\otimes \ldots \otimes v_k##.
Then the alternator makes an alternating tensor out of it, that is it is a mapping from non-alternating to alternating tensors, because it counts the number of mismatches (##\tau = (12)##):
$$
\operatorname{Alt}_2(T)=\operatorname{Alt}_2(v_1\otimes v_2)= \dfrac{1}{2} \left(\operatorname{sgn}(\operatorname{id}) v_{\operatorname{id}(1)}\otimes v_{\operatorname{id}(2)} + \operatorname{sgn}(\tau)v_{\tau(1)}\otimes v_{\tau(2)} \right)=\dfrac{1}{2}\left(v_1\otimes v_2 - v_2\otimes v_1\right)
$$
If you now look on what ##\operatorname{Alt}_2## did with ##T=v_1\otimes v_2##, you will find ##\operatorname{Alt}_2(v_1\otimes v_2)=-\operatorname{Alt}_2(v_2\otimes v_1)## which is why it is called alternator. This generalizes to ##k-##homogenous tensors and by replacing ##\dfrac{1}{k!}## by ##\binom{k+l}{k}## to pairs of tensors of different ranks.
 
Thank you very much for your answer, I got it.
 

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