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A proof that the potential function v(c(t)) of a flow line c(t) in a gradient field f = -∇v is a decreasing function of time. The proof uses the chain rule and the definition of a flow line. The physical interpretation of this result is that a free particle moving in a potential field will flow 'down' the potential hill and move in the direction of the fastest decrease in potential energy.
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c′(t) = F(c(t)) = −∇V (c(t)).
On the other hand, to show that V (c(t)) is a decreasing function of time, we need only show that its total time derivative is nonpositive (i.e. ≤ 0). Thus using the chain rule and the equation above, we get
d dt
[V (c(t))] = ∇V (c(t)) · c′(t)
= −c′(t) · c′(t) = −||c′(t)||^2 ≤ 0.
Just for fun, what’s the physical meaning of this result? Well, if a free particle is moving in a potential field (i.e. F = −∇V ) then it will flow “down” the potential hill. In fact, from what we know about the gradient vector, we can say more: the particle moves in the direction to achieve the fastest decrease in potential energy. Thus the trajectory of the particle is orthogonal to the level curves of V. Think about this. Draw a picture. Savor the connection between mathematics and nature.