Is Newton's Method More Efficient than Lambert W for Solving Equations?

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SUMMARY

The discussion centers on the efficiency of Newton's Method versus the Lambert W function for solving equations like 2^t = 5t. While the Lambert W function provides an explicit formula for t, it ultimately relies on Newton's Method for numerical evaluation. The principal branch W_0 of the Lambert W function has practical applications, such as deriving distribution functions through series expansions. However, Newton's Method may not yield complex solutions, highlighting the importance of both methods in different contexts.

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bitrex
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I understand the rational for using the Lambert W. function for solving equations such as x^x = z, where no derivative in terms of elementary functions exists for the expression. However, on the Wikipedia page about the Lambert W. function, an example is given with the equation 2^t = 5t. In this case (since numerical evaluation of the W. function boils down to Newton's method in the end) is there any advantage to using the W. function instead of Newton's method directly to solve the equation, other than just getting it in an explicit formula for t? Thanks!
 
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It depends. I'm not sure if Newton's method can get you the complex solutions, for example. There are always uses for the formal expressions. I recently used the Lambert-W function and its properties in the derivation of a distribution function. In particular, the principal branch W_0 has a series expansion about z = 0 which I used in an integral to get a closed form expression for something.
 
x^x = z

xlnx = lnz

\frac{x}{x} + lnx = 0

1 + lnx = 0

lnx = -1

e^{-1} = x
I'm pretty sure the derivative can be done in elementary functions. Solving for an equation like <br /> 2^t = 5t<br /> can't be done in elementary functions though.
 

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