In this video, he looks at the function \(y=xe^x-1\) and finds where the \(y\) value is zero. He does this using Newton's Method which relies on the iteration:$$x_{n+1}=x_n-\frac{f(x)}{f'(x)} \text{ for any function } f(x)$$Figure 1 shows the SageMath code and permalink that I used to generate the digits of this constant, beginning with a value of \(x=0.5\) since we know the zero lies somewhere between 0 and 1 because:$$y=-1<0\ \text{ when } x=0 \text{ and } y=e-1>0 \text{ when } x=1$$:
Figure 1: permalink |
As can be seen, the constant works out to be \( 0.5671432904 \text{ ... } \) and it is this constant that is given the name Omega constant and the symbol \( \Omega \). It is a transcendental number and has the property that \( \Omega e^{\Omega}=1\). Thus \( \Omega \) is the value of \(x\) in \(x \, e^x\) that makes it equal to 1. Figure 2 shows the graph of \(y=x \, e^x\) with key points on the graph noted.
Figure 2 |
The minimum turning point occurs when \(y'=(1+x) \, e^x=0\ \) and this occurs when \(x=-1 \). The point of inflexion occurs when \( y''=(2+x) \, e^x=0\) and this occurs when \(x=-2 \). \( \Omega \) is shown with its corresponding \(y\) value of 1 noted.
The Lambert W function is simply the inverse function for \(y=x \, e^x \) and is thus \(x=y \, e^y \) but needs to be broken into two parts to conform to the requirement that a single \(x\) value cannot be associated with more than one \(y\) value. It is the same graph as in Figure 2 but reflected about the line \(y=x\). See Figure 3 (source). The Lambert W function is also called the omega function and the product logarithm function.
So the solution to the equation \(x \, e^x=2\) is W(2) \( \approx 0.852605502013726\) and so on. We can also solve \(x^x=2\) because$$ \log(x^x)=x \, \log(x)=\log(2)\\ \text{ let } u=\log(x) \text{ and so }u \, e^u= \log(2)\\ u=W(\log(2)) \text{ and so } \log(x)=W(\log(2))\\ \therefore x=e^{W(\log(2))} \approx 1.55961046946... $$Here are links to blackpenredpen's videos on:
- the graph of \(y=x \, e^x\)
- the Lambert W function. and
- solving equations by using the Lambert W function
The last mentioned video I'll cover in detail here because the solutions to the two equations are very satisfying. The first equation is \(x^2 \, e^x=2\) and the second is \(x+e^x=2\). Let's solve each in turn:$$ x^2 \, e^x=2\\ \text{Take the square root of both sides}\\x \,e^{\frac{x}{2}}=\pm \sqrt{2}\\ x \text{ must be } \geq -1/e \text{ (see Figure 3)}\\ \therefore x \,e^{\frac{x}{2}}=\sqrt{2}\\ \frac{x}{2} \,e^{\frac{x}{2}}= \frac{\sqrt{2}}{2}\\W \bigg ( \frac{x}{2} \,e^{\frac{x}{2}} \bigg )= W \bigg ( \frac{\sqrt{2}}{2} \bigg )\\ \frac{x}{2}=W \bigg ( \frac{\sqrt{2}}{2} \bigg )\\x=2 \times W \bigg ( \frac{\sqrt{2}}{2} \bigg ) \approx 0.90120$$Figure 4 shows the graphical situation:
Now for the second equation:$$x+e^x=2\\ e^x=2-x\\ \frac{e^x}{e^x}=\frac{2-x}{e^x}\\1=(2-x) \, e^{-x}\\e^2=(2-x) \, e^{2-x}\\W (e^2 )=W ( (2-x) \, e^{2-x} )\\W (e^2 )=2-x\\x=2-W (e^2 ) \approx 0.44285$$Figure 5 shows the graphical situation:
Figure 4 |
Now for the second equation:$$x+e^x=2\\ e^x=2-x\\ \frac{e^x}{e^x}=\frac{2-x}{e^x}\\1=(2-x) \, e^{-x}\\e^2=(2-x) \, e^{2-x}\\W (e^2 )=W ( (2-x) \, e^{2-x} )\\W (e^2 )=2-x\\x=2-W (e^2 ) \approx 0.44285$$Figure 5 shows the graphical situation:
Figure 5 |
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