Download Careers360 App
Rotation of Axes

Rotation of Axes

Edited By Komal Miglani | Updated on Jul 02, 2025 07:33 PM IST

In this article, we will cover the concept of Rotation of axes. This category falls under the broader category of Coordinate Geometry, which is a crucial Chapter in class 11 Mathematics. It is not only essential for board exams but also for competitive exams like the Joint Entrance Examination (JEE Main) and other entrance exams such as SRMJEE, BITSAT, WBJEE, BCECE, and more. A total of five questions have been asked on JEE MAINS( 2013 to 2023) from this topic in the last few years.

This Story also Contains
  1. What is the Rotation of Axes About Origin?
  2. Formula for rotation of axes
  3. Derivation of formula to calculate the rotation of axes
  4. Applications in Coordinate Geometry
  5. Solved Examples Based on Rotation Of Axes
  6. Summary
Rotation of Axes
Rotation of Axes

What is the Rotation of Axes About Origin?

Cartesian coordinate system where the x-axis and y-axis intersect at the origin (0, 0) is shown below. The x-axis points horizontally to the right, and the y-axis vertically upwards.

Formula for rotation of axes

Now, if we want to rotate this coordinate system by an angle θ clockwise or anticlockwise about the origin, the new coordinates $\left(x^{\prime}, y^{\prime}\right)$ of any point $(x, y)$ in the original system can be found using the following formulas:

$x^{\prime}=x \cos \theta-y \sin \theta$

$y^{\prime}=x \sin \theta+y \cos \theta$

Here, $\theta$ is the angle of rotation. These formulas effectively rotate the original coordinates $(x, y)$ by θ degrees to obtain the new coordinates $\left(x^{\prime}, y^{\prime}\right)$. It's important to note that clockwise rotation is considered negative $\theta$, while anticlockwise rotation is positive.

$P(x, y)$ is the point in the original coordinate system and axes are rotated by an angle $\theta$ anticlockwise direction about the origin. Then, the coordinates of point P with respect to the new coordinate system is $(X, Y)=$ $(x \cos \theta+y \sin \theta, y \cos \theta-x \sin \theta)$.

Derivation of formula to calculate the rotation of axes

Let us find the coordinates of point P with respect to the new coordinate system

OX and OY are an original system of coordinate axes and OX’ and OY’ are the new system of coordinate axes. PM and PN are perpendicular to OX and OX’ and also NL and NQ are perpendicular to OX and PM.

We have

From the figure:

$
\begin{aligned}
\mathrm{OM} & =\mathrm{x}, \mathrm{PM}=\mathrm{y}, \mathrm{ON}=\mathrm{X} \text { and } \mathrm{PN}=\mathrm{Y} \\
\text { Now, } \quad \mathrm{x} & =\mathrm{OM}=\mathrm{OL}-\mathrm{ML}
\end{aligned}
$
$\because$ angle between two lines $=$ angles between their perpendiculars
$
\begin{aligned}
& =\mathrm{OL}-\mathrm{QN}=\mathrm{ON} \cos \theta-\mathrm{PN} \sin \theta \\
& =\mathrm{X} \cos \theta-\mathrm{Y} \sin \theta
\end{aligned}
$
i.e. $\mathbf{x}=\mathbf{X} \cos \theta-\mathbf{Y} \sin \theta$

And,
$
\begin{aligned}
\mathrm{y} & =\mathrm{PM}=\mathrm{PQ}+\mathrm{QM}=\mathrm{PQ}+\mathrm{NL} \\
& =\mathrm{PN} \cos \theta+\mathrm{ON} \sin \theta \\
& =\mathrm{Y} \cos \theta+\mathrm{X} \sin \theta
\end{aligned}
$
i.e. $\mathbf{y}=\mathbf{Y} \cos \theta+\mathbf{X} \sin \theta$

By solving (i) and (ii), we get

$x=x \cos \theta+y \sin \theta$

$Y=y \cos \theta-x \sin \theta$

$\begin{array}{|c|c|c|}
\hline & x & y \\
\hline X & \cos \theta & \sin \theta \\
\hline Y & -\sin \theta & \cos \theta \\
\hline
\end{array}$

Applications in Coordinate Geometry

The rotation of axes finds extensive application in coordinate geometry, particularly in simplifying equations of curves. For instance, if we have a conic section whose equation is given in terms of x and y, the equation becomes simpler when rotated to align with the new coordinate axes $\left(x^{\prime}, y^{\prime}\right)$. This technique also helps in solving geometric problems involving angles and distances more intuitively.

Solved Examples Based on Rotation Of Axes

Example 1: Write the equation $x y=1$ in terms of a rotated $x^{\prime} y^{\prime}$ -system if the angle of rotation from the $\mathbf{X}$-axis to the $x^{\prime}$ -axis is $45^{\circ}$.

Solution:

$\begin{aligned} & x=x^{\prime} \cos 45^{\circ}-y^{\prime} \sin 45^{\circ} \\ & y=x^{\prime} \sin 45^{\circ}+y^{\prime} \cos 45^{\circ} \\ & x y=1 \\ & {\left[\frac{1}{\sqrt{2}}\left(x^{\prime}-y^{\prime}\right)\right]\left[\frac{1}{\sqrt{2}}\left(x^{\prime}+y^{\prime}\right)\right]=1} \\ & \frac{1}{2}\left(x^{\prime 2}-y^{\prime 2}\right)=1 \\ & \frac{x^{\prime 2}}{2}-\frac{y^{\prime 2}}{2}=1 \\ & \text { Hence, the answer is } \frac{x^{\prime 2}}{2}-\frac{y^{\prime 2}}{2}=1\end{aligned}$

Example 2: If a vertex of a triangle is $(1,1)$ and the midpoints of two sides through this vertex are $(-1,2)$ and $(3,2)$, and if this triangle is rotated with $45^{\circ}$ about the origin O then the centroid of the triangle is

Solution: The centroid formula is given by

$\left(\frac{x_1+x_2+x_3}{3}, \frac{y_1+y_2+y_3}{3}\right)$

$\mathrm{A}\left(\mathrm{x}_1, \mathrm{y}_1\right) ; \mathrm{B}\left(\mathrm{x}_2, \mathrm{y}_2\right)$ and $\mathrm{C}\left(\mathrm{x}_3, \mathrm{y}_3\right)$ are the vertices of $\Delta$ ABC.

The Coordinate of B is $(-3,3)$ and the coordinate of C is $(5,3)$.

Centroid is $\left(\frac{1-3+5}{3}, \frac{1+3+3}{3}\right)=\left(1, \frac{7}{3}\right)$

Now it's rotated $45^{\circ}$, which means axis rotated $-45^0$ about origin O then new centroid so use $\theta=-45^{\circ}$

$\begin{gathered}X=x \cos \theta+y \sin \theta=1 \cdot \frac{1}{\sqrt{2}}+\frac{7}{3} \cdot \frac{-1}{\sqrt{2}}=\frac{-4}{3 \sqrt{2}} \\ Y=y \cos \theta-x \sin \theta=\frac{7}{3} \cdot \frac{1}{\sqrt{2}}-1 \cdot \frac{-1}{\sqrt{2}}=\frac{10}{3 \sqrt{2}}\end{gathered}$

Hence, the answer is $\left(1, \frac{7}{3}\right)$.

Example 3: At what point the axes be shifted without rotation so that the equation $a x^2+2 h x y+b y^2+2 g x+2 f y+c=0$ does not contain terms in x, y and constant term ?

Solution: Let the origin be shifted to $\left(\mathrm{x}_1, \mathrm{y}_1\right)$. Then, $\mathrm{x}=\mathrm{X}+\mathrm{x}$ and $y=Y+y_1$

Substituting $x=X+x_1$ and $y=Y+y_1$ in ax ${ }^2+2 h x y+b^2+2 g x+2 f y+c=0$, we get
$
\begin{aligned}
& a\left(\mathrm{X}+x_1\right)^2+2 \mathrm{~h}\left(\mathrm{X}+x_1\right)\left(\mathrm{Y}+y_1\right)+b\left(\mathrm{Y}+y_1\right)^2+2 g\left(\mathrm{X}+x_1\right)+2 f\left(\mathrm{Y}+y_1\right)+c=0 \\
& a \mathrm{X}^2+2 h \mathrm{XY}+b \mathrm{Y}^2+2 \mathrm{X}\left(a x_1+h y_1+g\right)+2 \mathrm{Y}\left(h x_1+b y_1+f\right)+a x_1^2+2 h x_1 y_1+b y_1^2+2 g \mathrm{gx}_1+2 f y_1+c=0
\end{aligned}
$

This equation will be free from the terms containing $\mathrm{X}, \mathrm{Y}$ and constant term, if
$
\begin{aligned}
& a x_1+h y_1+g=0 \\
& h x_1+b y_1+f=0
\end{aligned}
$
$
\text { and, } \mathrm{ax}_1^2+2 h \mathrm{x}_1 \mathrm{y}_1+\mathrm{by}_1^2+2 \mathrm{gx}_1+2 \mathrm{fy}_1+\mathrm{c}=0
$

Now, $a x_1^2+2 h x_1 y_1+b y_1^2+2 g x_1+2 \mathrm{fy}_1+c=0$
$
\begin{array}{ccc}
\Rightarrow & \mathrm{x}_1\left(\mathrm{ax}_1+\mathrm{hy}_1+\mathrm{g}\right)+\mathrm{y}_1\left(\mathrm{hx}_1+\mathrm{by}_1+\mathrm{g}\right)+\left(\mathrm{gx}_1+\mathrm{gy}_1+\mathrm{c}\right)=0 \\
\Rightarrow & x_1 \times 0+y_1 \times 0+g x_1+f y_1+c=0 & [\mathrm{Using}(\mathrm{i}) \text { and (ii })] \\
\Rightarrow & g x_1+f y_1+c=0 & \ldots \ldots \ldots \text { (iv) }
\end{array}
$

Solving (i) and (ii) by cross-multiplication, we get $\mathrm{x}_1=\frac{\mathrm{hf}-\mathrm{bg}}{\mathrm{ab}-\mathrm{h}^2} \quad, \quad \mathrm{y}_1=\frac{\mathrm{hg}-\mathrm{af}}{\mathrm{ab}-\mathrm{h}^2}$
The origin must be shifted at $\left(\frac{h f-b g}{a b-h^2}, \frac{h g-a f}{a b-h^2}\right)$
Hence, the answer is $\left(\frac{h f-b g}{a b-h^2}, \frac{h g-a f}{a b-h^2}\right)$

Example 4: If the lines represented by $x^2-2 p x y-y^2=0$ are rotated about the origin through an angle $\theta$, one in the clockwise direction and the other in an anti-clockwise direction, find the equation of the bisectors of the angle between the lines in the new position.

Solution: The bisectors of the angles between the lines in the new position are the same as the bisectors of the angles between their old positions. Therefore, the required equation is

$
\frac{x^2-y^2}{1-(-1)}=\frac{x y}{-p} \Rightarrow-p x^2-2 x y+p y^2=0
$

Hence, the answer is $-\mathrm{px}^2-2 \mathrm{xy}+\mathrm{py}^2=0$

Example 5: The coordinate axes are rotated about the origin $(0,0)$ in counterclockwise direction through an angle of $60^{\circ}$. If p and q are intercepts made on new axes by a straight line whose equation referred to the original axes is $\mathrm{x}+\mathrm{y}=1$, then $\frac{1}{\mathrm{p}^2}+\frac{1}{\mathrm{q}^2}=$
Solution:

When axes are rotated through $60^{\circ}$, co-ordinates are
$
\begin{aligned}
& x=x \cos \theta-y \sin \theta=\frac{x}{2}-\frac{y \sqrt{3}}{2} \\
& y=x \sin \theta-y \cos \theta=\frac{x \sqrt{3}}{2}-\frac{y}{2} \\
& \therefore x+y=1 \Rightarrow \frac{x}{2}-\frac{y \sqrt{3}}{2}+\frac{x \sqrt{3}}{2}+\frac{y}{2}=1 \\
& x \frac{(1+\sqrt{3})}{2}+y \frac{(1-\sqrt{3})}{2}=1 \\
& p=\frac{2}{1+\sqrt{3}} ; q=\frac{2}{1-\sqrt{3}} \\
& \frac{1}{p^2}=\frac{1+3+2 \sqrt{3}}{4} ; \frac{1}{q^2}=\frac{1+3-2 \sqrt{3}}{4} \\
& \therefore \frac{1}{p^2}+\frac{1}{q^2}=\frac{4+4}{4}=2
\end{aligned}
$

If the axes are rotated through $60^{\circ}$, find the $X Y$-coordinates of the point whose $x y$-coordinates are $(2,6)$.
Using Equations with $x=2, y=6$, and $\theta=60^{\circ}$, we have
$
\begin{aligned}
& X=2 \cos 60^{\circ}+6 \sin 60^{\circ}=1+3 \sqrt{3} \\
& Y=-2 \sin 60^{\circ}+6 \cos 60^{\circ}=-\sqrt{3}+3
\end{aligned}
$

The $X Y$-coordinates are $(1+3 \sqrt{3}, 3-\sqrt{3})$.

Summary

The rotation of axes about the origin simplifies the representation and solution of geometric problems. This concept enhances our understanding of coordinate geometry and has practical applications in various fields including engineering, physics, and computer graphics. Mastering the concept helps us to solve various real-life problems.

Frequently Asked Questions (FAQs)

1. Why do we use rotation of axes in mathematics?
We use rotation of axes to simplify equations of curves or lines, making them easier to analyze or graph. It's particularly useful when dealing with conic sections, as rotating the axes can eliminate certain terms in the equation, revealing the curve's standard form.
2. How does rotating the axes affect the distance between two points?
Rotating the axes doesn't change the actual distance between two points in the plane. The rotation preserves distances and angles, which is why it's called an isometric transformation. Only the coordinates of the points change, not their relative positions.
3. Can rotation of axes change a parabola into a different conic section?
No, rotation of axes cannot change one type of conic section into another. A parabola remains a parabola, an ellipse remains an ellipse, and so on. Rotation can only change the orientation and position of the conic section relative to the coordinate axes.
4. How does rotation of axes affect the eccentricity of a conic section?
Rotation of axes does not affect the eccentricity of a conic section. Eccentricity is an intrinsic property of the conic section that determines its shape, and it remains constant regardless of how the coordinate system is rotated.
5. How does rotation of axes affect the area of a shape?
Rotation of axes does not change the area of a shape. It's an isometric transformation, meaning it preserves distances and angles. While the coordinates defining the shape will change, its actual size and area remain the same.
6. What's the relationship between the original coordinates (x, y) and the new coordinates (x', y') after rotation?
The relationship is given by the rotation formulas:
7. How do you determine the angle of rotation needed to eliminate the xy term in a second-degree equation?
To eliminate the xy term in an equation like Ax² + Bxy + Cy² + Dx +Ey + F = 0, use the formula:
8. What happens to a straight line equation when you rotate the axes?
When you rotate the axes, a straight line remains a straight line, but its equation changes. The slope and y-intercept of the line in the new coordinate system will be different from the original equation.
9. Can rotation of axes make a slanted line horizontal or vertical?
Yes, rotating the axes by the right angle can make a slanted line horizontal or vertical. This is often used to simplify the equation of a line, making it parallel to one of the new coordinate axes.
10. How does rotation of axes affect the coefficients in a quadratic equation?
Rotation of axes can change the coefficients in a quadratic equation. It can eliminate the xy term and potentially simplify the equation. The new coefficients will depend on the original coefficients and the angle of rotation.
11. What's the geometric interpretation of the rotation formulas?
Geometrically, the rotation formulas (x' = x cos θ + y sin θ, y' = -x sin θ + y cos θ) represent projecting the original coordinates onto the new rotated axes. The cosine terms give the projection onto the new x-axis, while the sine terms give the projection onto the new y-axis.
12. How does rotation of axes relate to linear transformations?
Rotation of axes is a specific type of linear transformation. It can be represented by a 2x2 matrix multiplication, where the matrix elements are functions of the rotation angle. This connection links rotation to broader concepts in linear algebra.
13. Can rotation of axes change the degree of a polynomial equation?
No, rotation of axes cannot change the degree of a polynomial equation. A second-degree equation remains second-degree, a third-degree remains third-degree, and so on. The rotation may change the coefficients, but not the highest power of the variables.
14. How does rotation of axes affect the eigenvalues and eigenvectors of a matrix representing a conic section?
Rotation of axes doesn't change the eigenvalues of the matrix representing a conic section, as these correspond to intrinsic properties of the conic. However, the eigenvectors, which represent the principal axes of the conic, will rotate with the coordinate system.
15. What's the effect of rotation of axes on the determinant of a transformation matrix?
Rotation of axes doesn't change the determinant of a transformation matrix. The determinant of a rotation matrix is always 1, reflecting the fact that rotation preserves areas and doesn't introduce any scaling.
16. What is the rotation of axes in coordinate geometry?
Rotation of axes is a technique in coordinate geometry where we rotate the coordinate system (x and y axes) around the origin by a certain angle. This transformation changes the coordinates of points in the plane, but doesn't change the actual geometric relationships between points.
17. What's the difference between rotation of axes and translation of axes?
Rotation of axes involves turning the coordinate system around the origin by a certain angle, while translation of axes involves shifting the origin to a new point. Rotation changes the orientation of the axes, while translation changes their position without changing their orientation.
18. How does rotation of axes relate to the concept of invariance in geometry?
Rotation of axes demonstrates several invariant properties in geometry. Distances, angles, and areas remain unchanged under rotation, illustrating the concept of geometric invariance. This invariance is crucial in many areas of mathematics and physics.
19. What's the relationship between rotation of axes and the angle between two lines?
Rotation of axes doesn't change the angle between two lines, as it's an angle-preserving transformation. However, it can change how we calculate this angle, as the slopes of the lines in the new coordinate system will be different.
20. How does rotation of axes relate to the concept of basis vectors in linear algebra?
Rotation of axes can be viewed as a change of basis in linear algebra. The new x and y axes after rotation form a new basis for the plane, and the rotation formulas describe how to express vectors in this new basis.
21. How does rotation of axes affect the focus and directrix of a parabola?
Rotation of axes changes the coordinates of the focus and the equation of the directrix of a parabola. However, the geometric relationship between the focus, directrix, and points on the parabola remains unchanged.
22. What's the effect of rotating axes on the discriminant of a quadratic equation?
The discriminant of a quadratic equation (b² - 4ac for ax² + bx + c = 0) remains invariant under rotation of axes. This is because the discriminant determines the nature of the roots, which is a property independent of the coordinate system.
23. What's the relationship between rotation of axes and the general equation of a circle?
Rotation of axes doesn't change the general form of a circle's equation (x² + y² + Dx + Ey + F = 0). However, it can change the values of D, E, and F. The coefficient of x² and y² always remains 1 and equal, which is a defining characteristic of circles.
24. How does rotation of axes affect the discriminant of the general second-degree equation?
The discriminant of the general second-degree equation (B² - 4AC for Ax² + Bxy + Cy² + Dx + Ey + F = 0) is invariant under rotation of axes. This invariance is crucial in classifying conic sections regardless of their orientation.
25. How does rotation of axes affect the critical points of a function?
Rotation of axes changes the coordinates of the critical points of a function, but not their existence or their nature (maximum, minimum, or saddle point). The geometric relationship between the critical points and the function's graph remains unchanged.
26. How can rotation of axes simplify the analysis of symmetry in curves?
Rotation of axes can align a curve's axis of symmetry with one of the coordinate axes, making the symmetry more apparent. For example, rotating a parabola so its axis of symmetry aligns with the y-axis gives it the familiar y = ax² + bx + c form.
27. Can rotation of axes change an oblique asymptote into a horizontal or vertical asymptote?
Yes, rotating the axes by the appropriate angle can transform an oblique asymptote into a horizontal or vertical asymptote. This can simplify the analysis of the curve's behavior at infinity.
28. How can rotation of axes help in identifying the type of conic section?
Rotation of axes can simplify the general second-degree equation Ax² + Bxy + Cy² + Dx + Ey + F = 0 by eliminating the xy term. The resulting equation makes it easier to identify whether the conic is a parabola, ellipse, hyperbola, or degenerate case.
29. How does rotation of axes affect the coefficients in the general equation of a hyperbola?
Rotating the axes can change the coefficients in the general equation of a hyperbola. In particular, it can be used to eliminate the xy term, transforming the equation into its standard form (x²/a² - y²/b² = 1 or y²/a² - x²/b² = 1).
30. Can rotation of axes change a real solution to a complex solution in an equation?
No, rotation of axes cannot change a real solution to a complex solution or vice versa. The nature of the solutions (real, complex, or imaginary) is an intrinsic property of the equation and is independent of the coordinate system used.
31. What's the effect of rotation of axes on the eccentricity vector of a conic section?
Rotation of axes changes the components of the eccentricity vector of a conic section, but not its magnitude or its geometric relationship to the conic. The eccentricity vector will rotate with the coordinate system.
32. How can rotation of axes simplify the equation of an ellipse?
Rotation of axes can simplify the equation of an ellipse by aligning its major and minor axes with the coordinate axes. This transforms the general equation Ax² + Bxy + Cy² + Dx + Ey + F = 0 into the standard form (x²/a²) + (y²/b²) = 1, where a and b are the lengths of the semi-major and semi-minor axes.
33. What's the relationship between rotation of axes and the concept of principal stresses in mechanics?
In mechanics, rotation of axes is used to find principal stresses, which are the maximum and minimum normal stresses acting on a material. This process is mathematically analogous to finding the principal axes of a conic section through rotation.
34. Can rotation of axes change a degenerate conic into a non-degenerate one?
No, rotation of axes cannot change a degenerate conic (like two intersecting lines) into a non-degenerate one (like an ellipse). The degeneracy of a conic is an intrinsic property that's independent of the coordinate system.
35. How does rotation of axes relate to the concept of orthogonal transformations?
Rotation of axes is an example of an orthogonal transformation. Orthogonal transformations preserve distances and angles, and their matrices have the property that their transpose is equal to their inverse.
36. What's the effect of rotation of axes on the vertices of a parabola?
Rotation of axes changes the coordinates of the vertices of a parabola, but not their geometric relationship to the parabola itself. The number of vertices and their relative positions on the parabola remain unchanged.
37. How can rotation of axes help in solving systems of equations?
Rotation of axes can sometimes simplify systems of equations by aligning one or more equations with the coordinate axes. This can make the system easier to solve by reducing it to a more standard form.
38. What's the relationship between rotation of axes and the concept of diagonalization in linear algebra?
Rotation of axes is closely related to diagonalization in linear algebra. When we rotate the axes to eliminate the xy term in a conic section's equation, we're essentially diagonalizing the matrix representing the conic section.
39. How does rotation of axes affect the tangent lines to a curve?
Rotation of axes changes the equations of tangent lines to a curve, but not their geometric relationship to the curve. The points of tangency and the angles of intersection remain the same, just expressed in the new coordinate system.
40. Can rotation of axes change the number of x-intercepts or y-intercepts of a curve?
Rotation of axes can change the number of x-intercepts and y-intercepts of a curve. A curve that originally crossed the x-axis twice might not cross the new x-axis at all after rotation. However, the total number of intercepts (x and y combined) remains constant.
41. How does rotation of axes relate to the concept of similarity in geometry?
Rotation of axes preserves similarity between shapes. If two shapes are similar before rotation, they will remain similar after rotation, although their orientations and positions relative to the axes will change.
42. What's the effect of rotation of axes on the coefficients of a cubic equation?
Rotation of axes changes the coefficients of a cubic equation, potentially simplifying its form. However, certain properties, like the sum and product of the roots, remain invariant under rotation.
43. How can rotation of axes help in identifying lines of symmetry in curves?
Rotation of axes can align a curve's line of symmetry with one of the coordinate axes, making the symmetry more apparent. For example, rotating a parabola so its axis of symmetry aligns with the y-axis results in an equation with no x term.
44. What's the relationship between rotation of axes and the concept of eigenvectors in linear algebra?
In the context of conic sections, rotating the axes to eliminate the xy term is equivalent to finding the eigenvectors of the matrix representing the conic. The new axes after rotation correspond to the eigenvectors of this matrix.
45. How does rotation of axes affect the area under a curve?
Rotation of axes doesn't change the area under a curve, as it's an area-preserving transformation. However, it can change how we calculate this area, as the limits of integration and the function itself will be different in the new coordinate system.
46. Can rotation of axes change a rational function into a polynomial function?
No, rotation of axes cannot change a rational function into a polynomial function or vice versa. The fundamental nature of the function (rational, polynomial, transcendental, etc.) remains unchanged under rotation.
47. How does rotation of axes relate to the concept of coordinate-free geometry?
Rotation of axes highlights the importance of coordinate-free thinking in geometry. Properties that remain invariant under rotation (like distances, angles, and areas) are intrinsic to the geometric objects and independent of the chosen coordinate system.
48. What's the effect of rotation of axes on the inflection points of a curve?
Rotation of axes changes the coordinates of the inflection points of a curve, but not their existence or their geometric relationship to the curve. The number of inflection points and their relative positions on the curve remain unchanged.
49. How can rotation of axes simplify the analysis of directional derivatives?
Rotation of axes can align one of the coordinate axes with the direction of interest, simplifying the calculation of directional derivatives. This can be particularly useful in optimization problems and in the study of vector fields.
50. What's the relationship between rotation of axes and the concept of principal components in statistics?
Rotation of axes in geometry is analogous to finding principal components in statistics. Both involve finding new axes that better represent the underlying structure of the data or geometric object.

Articles

Back to top