Laplacian Operator

(A.139) |

which is a vector field formed from a scalar field, and

(A.140) |

which is a scalar field formed from a vector field. There are two ways in which we can combine gradient and divergence. We can either form the vector field or the scalar field . The former is not particularly interesting, but the scalar field turns up in a great many physical problems, and is, therefore, worthy of discussion.

Let us introduce the heat flow vector , which is the rate of flow of heat energy per unit area across a surface perpendicular to the direction of . In many substances, heat flows directly down the temperature gradient, so that we can write

where is the

(A.142) |

where is the

Taking the divergence of both sides of Equation (A.141), and making use of Equation (A.143), we obtain

(A.144) |

If is constant then the previous equation can be written

(A.145) |

The scalar field takes the form

(A.146) |

Here, the scalar differential operator

(A.147) |

is called the

What is the physical significance of the Laplacian? In one dimension, reduces to . Now, is positive if is concave (from above), and negative if it is convex. So, if is less than the average of in its surroundings then is positive, and vice versa.

In two dimensions,

(A.148) |

Consider a local minimum of the temperature. At the minimum, the slope of increases in all directions, so is positive. Likewise, is negative at a local maximum. Consider, now, a steep-sided valley in . Suppose that the bottom of the valley runs parallel to the -axis. At the bottom of the valley is large and positive, whereas is small and may even be negative. Thus, is positive, and this is associated with being less than the average local value.

Let us now return to the heat conduction problem:

(A.149) |

It is clear that if is positive in some small region then the value of there is less than the local average value, so : that is, the region heats up. Likewise, if is negative then the value of is greater than the local average value, and heat flows out of the region: that is, . Thus, the previous heat conduction equation makes physical sense.