Does the Equation U·U = ||U||^2 Hold for Complex Vectors?

  • Thread starter SoulofLoneWlf
  • Start date
In summary, the conversation discusses the equation |u|^2 = U dot U and its application with imaginary numbers. The individual has tried using different examples but has not been successful and needs help understanding the process. The correct expression for this equation is |u|^2 = u . u*, where u* is the complex conjugate of u.
  • #1
SoulofLoneWlf
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Homework Statement



well i am told basicly this
|u|^2 = U dot U except when in using imaginary numbers
i tried using the example below and a few others but it seems to always work for me :/
but i need the process or to show this is not true

Homework Equations



||u|| = U dot U in general not complex :/

The Attempt at a Solution



2i + 5
 
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  • #2
What are u and U?
Are they the same (U = u)?
Is u a vector, of which |u| is the norm, or just a number of which |u| is the absolute value (for real numbers) or the modulus (for complex ones). Or is it a matrix, for which |u| is some matrix norm?

If it is a number, it's rather easy to show.
The modulus (length) of 2i + 5 is [itex]\sqrt{2^2 + 5^2}[/itex] which is not equal to (2i + 5)^2.

In general, the correct expression is
|u|^2 = u . u*
where u* is the complex conjugate of u.
 
  • #3
j = 2i + 5j

In general, the formula ||u|| = U dot U holds true for any vector u, regardless of whether it contains imaginary numbers or not. This is because the magnitude of a vector, ||u||, is defined as the square root of the sum of the squares of its components. In other words, ||u|| = √(u1^2 + u2^2 + ... + un^2), where u1, u2, ..., un are the components of the vector u.

Similarly, the dot product of two vectors, U dot U, is defined as the product of their corresponding components summed together. In other words, U dot U = u1u1 + u2u2 + ... + unun.

Therefore, when we square both sides of the equation ||u|| = U dot U, we get ||u||^2 = (u1^2 + u2^2 + ... + un^2) = u1u1 + u2u2 + ... + unun = U dot U. This shows that ||u||^2 = U dot U and the original statement, U(dot)U = ||U||^2, is indeed true.

In conclusion, the formula ||u|| = U dot U holds true for all vectors, whether they contain imaginary numbers or not. This is because both ||u|| and U dot U represent the magnitude of a vector, just in different forms.
 

FAQ: Does the Equation U·U = ||U||^2 Hold for Complex Vectors?

1. What is the meaning of "U(dot)U = ||U||^2" in scientific terms?

The equation "U(dot)U = ||U||^2" represents the dot product of two vectors, U and U. The dot product is a mathematical operation that combines two vectors to give a scalar value. In this case, the result is the square of the magnitude (or length) of vector U.

2. How is the dot product used in scientific research?

The dot product is used in many areas of scientific research, including physics, engineering, and computer science. It is used to calculate work and energy in mechanical systems, determine the angle between two vectors, and solve geometric problems. It is also used in machine learning and data analysis to find patterns and relationships in large datasets.

3. Can you provide an example of how the dot product is used in real life?

One example of how the dot product is used in real life is in calculating the work done by a force on an object. The dot product of the force vector and the displacement vector gives the magnitude of the force multiplied by the distance the object moved in the direction of the force. This is used to determine the amount of work done on the object.

4. How is the dot product related to the magnitude and direction of vectors?

The dot product of two vectors is equal to the product of their magnitudes and the cosine of the angle between them. This means that the dot product is proportional to the magnitudes of the vectors and the angle between them. If the angle between the vectors is 90 degrees, the dot product is zero, indicating that the vectors are perpendicular. If the angle is 0 degrees, the dot product is equal to the product of their magnitudes, indicating that the vectors are parallel.

5. Is there a geometric interpretation of the dot product?

Yes, the dot product has a geometric interpretation. It is equal to the product of the lengths of the two vectors and the cosine of the angle between them. This means that the dot product is also equal to the projection of one vector onto the other. This can be visualized as the shadow of one vector on the other when they are placed tail-to-tail.

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