Undergrad Gradient vectors and level surfaces

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SUMMARY

The discussion clarifies the relationship between gradient vectors, level surfaces, and tangent planes in multivariable calculus. It establishes that the gradient vector, denoted as ∇f, is orthogonal to the level surface at a point p and is also orthogonal to the tangent vector at that point. This relationship is mathematically represented by the equation ∇f · 𝑣̇ = 0, where 𝑣̇ is the tangent vector derived from the parameterization of the level surface. The conclusion confirms that the tangent vector lies within the level surface.

PREREQUISITES
  • Understanding of multivariable calculus concepts, specifically gradient vectors.
  • Familiarity with level surfaces and their geometric interpretation.
  • Knowledge of vector calculus, including tangent vectors and their properties.
  • Ability to differentiate functions of multiple variables.
NEXT STEPS
  • Study the properties of gradient vectors in multivariable calculus.
  • Explore the concept of level surfaces and their applications in optimization.
  • Learn about tangent planes and their relationship to surfaces in three-dimensional space.
  • Investigate the implications of the equation ∇f · 𝑣̇ = 0 in various mathematical contexts.
USEFUL FOR

Students and educators in mathematics, particularly those focusing on calculus and vector analysis, as well as professionals applying these concepts in fields such as physics and engineering.

Haku
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TL;DR
I know that the gradient vector is orthogonal to the level surface at some point p, but is the gradient vector also orthogonal to the tangent vector at that point? Or is there some other relationship between the tangent vector and level surface?
Homework Statement:: Wondering about the relationship between gradient vectors, level surfaces and tangent planes
Relevant Equations:: .

I know that the gradient vector is orthogonal to the level surface at some point p, but is the gradient vector also orthogonal to the tangent vector at that point? Or is there some other relationship between the tangent vector and level surface?
 
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I know that the gradient vector is orthogonal to the level surface at some point p, but is the gradient vector also orthogonal to the tangent vector at that point? Or is there some other relationship between the tangent vector and level surface?
 
Haku said:
Homework Statement:: Wondering about the relationship between gradient vectors, level surfaces and tangent planes
Relevant Equations:: no equations

I know that the gradient vector is orthogonal to the level surface at some point p, but is the gradient vector also orthogonal to the tangent vector at that point?
Yes.
Consider ##w = f(x(t), y(t), z(t))##.
If w is held constant, you get a level surface.
Differentiation with respect to t yields ##\frac{\partial f}{\partial x} \frac{dx}{dt} + \frac{\partial f}{\partial y} \frac{dy}{dt} + \frac{\partial f}{\partial z} \frac{dz}{dt} = 0##
The above can be rewritten as ##\nabla f \cdot \vec{\dot x} = 0##, which shows that the gradient of f is orthogonal to the tangent vector. Here ##\vec{\dot x}## is the vector ##(\frac{dx}{dt}, \frac{dy}{dt}, \frac{dz}{dt})##.
Haku said:
Or is there some other relationship between the tangent vector and level surface?
 
The tangent vector in in the level surface.
 
Relativistic Momentum, Mass, and Energy Momentum and mass (...), the classic equations for conserving momentum and energy are not adequate for the analysis of high-speed collisions. (...) The momentum of a particle moving with velocity ##v## is given by $$p=\cfrac{mv}{\sqrt{1-(v^2/c^2)}}\qquad{R-10}$$ ENERGY In relativistic mechanics, as in classic mechanics, the net force on a particle is equal to the time rate of change of the momentum of the particle. Considering one-dimensional...

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