Suppose that $\phi(x,y)$ and $\psi(x,y)$ are harmonic functions

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In summary, a harmonic function is a function that satisfies Laplace's equation, meaning that its rate of change at any point is equal to the average of its surrounding points. A function can be both harmonic and have a gradient because the gradient of a function represents its direction and magnitude of change at a given point. Harmonic functions are closely related to potential theory, and can also be both harmonic and analytic. Real-world applications of harmonic functions include use in physics, engineering, and computer science for describing the behavior of electric and magnetic fields, designing structures and circuits, and in image processing and computer graphics.
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Chris L T521
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Thanks to those who participated in last week's POTW! Here's this week's problem.

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Problem: We say that a function $f(x,y)$ is harmonic if it satisfies the Laplace equation $\dfrac{\partial^2 f}{\partial x^2} + \dfrac{\partial^2 f}{\partial y^2} = 0$. Suppose that $\phi(x,y)$ and $\psi(x,y)$ are harmonic functions. Let $u$ and $v$ be functions defined as follows:
\[u(x,y) = \phi_x\phi_y+\psi_x\psi_y\quad\text{and}\quad v(x,y) = \tfrac{1}{2}(\phi_x^2+\psi_x^2-\phi_y^2 - \psi_y^2).\]
Show that $u(x,y)$ and $v(x,y)$ satisfy the Cauchy-Riemann equations

\[\frac{\partial u}{\partial x} = \frac{\partial v}{\partial y}\quad \text{and}\quad \frac{\partial u}{\partial y} = -\frac{\partial v}{\partial x}.\]

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This week's problem was correctly answered by hmmm16 and Sudharaka.

Here's Sudharaka's solution:

\[u(x,y) = \phi_x\phi_y+\psi_x\psi_y\]

\[\Rightarrow\frac{\partial}{\partial x}u(x,y)=\phi_{xx}\phi_y+\phi_{yx}\phi_x+\psi_{xx}\psi_y+\psi_{x}\psi_{yx}~~~~~~~~~~(1)\]\[v(x,y) = \tfrac{1}{2}(\phi_x^2+\psi_x^2-\phi_y^2 - \psi_y^2)\]\[\Rightarrow\frac{\partial}{\partial y}v(x,y) = \phi_{x}\phi_{xy}+\psi_{x}\psi_{xy}-\phi_{y}\phi_{yy}-\psi_{y}\psi_{yy}~~~~~~~~~~~(2)\]We shall assume that \(\phi\) and \(\psi\) have commutative second partial derivatives. Then,\[\phi_{xy}=\phi_{yx}\mbox{ and }\psi_{xy}=\psi_{yx}\]By (2),\[\frac{\partial}{\partial y}v(x,y) = \phi_{x}\phi_{yx}+\psi_{x}\psi_{yx}-\phi_{y}\phi_{yy}-\psi_{y}\psi_{yy}~~~~~~~~~~~~~~(3)\]Since \(\phi\) and \(\psi\) are harmonic functions,\[\phi_{xx}=-\phi_{yy}\mbox{ and }\psi_{xx}=-\psi_{yy}\]By (3),\[\frac{\partial}{\partial y}v(x,y) = \phi_{x}\phi_{yx}+\psi_{x}\psi_{yx}+\phi_{y}\phi_{xx}+\psi_{y}\psi_{xx}~~~~~~~~~~~~(4)\]By (1) and (4),\[\frac{\partial}{\partial x}u(x,y)=\frac{\partial}{\partial y}v(x,y)\]Similarly,\[\frac{\partial}{\partial y}u(x,y)=\phi_{x}\phi_{yy}+\phi_{xy}\phi_y+\psi_{x}\psi_{yy}+\psi_{xy}\psi_{y}~~~~~~~~~~(5)\]\[-\frac{\partial}{\partial x}v(x,y) = -\phi_{x}\phi_{xx}-\psi_{x}\psi_{xx}+\phi_{y}\phi_{yx}+\psi_{y}\psi_{yx}\]By our previous assumption,\[-\frac{\partial}{\partial x}v(x,y) = -\phi_{x}\phi_{xx}-\psi_{x}\psi_{xx}+\phi_{y}\phi_{xy}+\psi_{y}\psi_{xy}~~~~~~~~~~~~~(6)\]Since \(\phi\) and \(\psi\) are harmonic functions,\[\phi_{xx}=-\phi_{yy}\mbox{ and }\psi_{xx}=-\psi_{yy}\]By (6),\[-\frac{\partial}{\partial x}v(x,y) = \phi_{x}\phi_{yy}+\psi_{x}\psi_{yy}+\phi_{y}\phi_{xy}+\psi_{y}\psi_{xy}~~~~~~~~~~~(7)\]By (5) and (7),\[\frac{\partial}{\partial y}u(x,y)=-\frac{\partial}{\partial x}v(x,y)\]Q.E.D.
 

FAQ: Suppose that $\phi(x,y)$ and $\psi(x,y)$ are harmonic functions

What is a harmonic function?

A harmonic function is a function that satisfies Laplace's equation, which states that the sum of the second-order partial derivatives of the function with respect to its independent variables is equal to zero. In simpler terms, this means that the function's rate of change at any point is equal to the average of its surrounding points.

How can a function be both harmonic and have a gradient?

A function can be both harmonic and have a gradient because the gradient of a function is a vector that represents its direction and magnitude of change at a given point. A harmonic function can have a gradient, but it will always point towards the direction of zero change, meaning that the function is constant in that direction.

What is the relationship between harmonic functions and potential theory?

Harmonic functions are closely related to potential theory, which is the study of how potential energy is distributed and how it affects the behavior of physical systems. The concept of a potential function, which is a scalar function that represents the potential energy of a system at any given point, is closely tied to harmonic functions.

Can a function be both harmonic and analytic?

Yes, a function can be both harmonic and analytic. An analytic function is one that can be represented by a power series expansion, and it must satisfy the Cauchy-Riemann equations. These equations are a special case of Laplace's equation, so any function that satisfies them is also harmonic.

What are some real-world applications of harmonic functions?

Harmonic functions have many real-world applications, including in physics, engineering, and computer science. In physics, harmonic functions are used to describe the behavior of electric and magnetic fields. In engineering, they are used in the design of structures and electrical circuits. In computer science, they are used in image processing and computer graphics to smooth out images and create realistic effects.

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