Solving Math Problems: Trial & Error vs. Other Methods

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SUMMARY

The discussion centers on the role of trial and error in solving mathematical problems, particularly in the context of equations like x^3 + x = 25 and xe^x = 1. It highlights the Lambert W function as a specific method for solving the latter equation, emphasizing that many mathematical problems can be approached through numerical methods, which often resemble trial and error. Techniques such as the bisection method and Newton's method are identified as structured forms of educated trial and error, where evaluations of functions guide subsequent attempts to find solutions.

PREREQUISITES
  • Understanding of the Lambert W function and its applications
  • Familiarity with numerical methods in mathematics
  • Knowledge of bisection and Newton's methods for root-finding
  • Basic calculus concepts, particularly function evaluation
NEXT STEPS
  • Research the properties and applications of the Lambert W function
  • Study numerical methods, focusing on their implementation in solving equations
  • Learn about the bisection method and how to apply it to various functions
  • Explore Newton's method, including its derivation and practical examples
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Mathematicians, students studying numerical analysis, educators teaching calculus, and anyone interested in advanced problem-solving techniques in mathematics.

FeDeX_LaTeX
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Hello;

Is there any type of mathematical problem which can only be solved by trial and error (and therefore no other method has been found)? For example, for a cubic equation x^3 + x = 25, one could use trial and error, but a method arrives at the answer too.

Thanks.
 
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Well, exactly what do you mean by a "method"? The equation [math]xe^x= 1[/math] can be solved by the "Lambert W function", x= W(1), precisely because the Lambert W function is defined as the inverse function to [math]f(x)= xe^x[/math]. But how would you evaluate that? For that matter if found that the solution to a different equation were [math]x= e^{\pi}[/math], how would you evaluate that? (Using a calculator, of course- and how does the calculator find the value?)

The fact is that almost all equations must be solved by numerical methods and numerical methods are often variations of "educated trial and error". There have been a few threads on this board on the "mid-point" or "bisection" method of solving equations or "Newton's method", which are in essense "trial and error"- you evaluate f(x) and see if it is equal to the value you want. The "educated" part is that you can use how f(x) differs from the desired value to make your next "trial".
 
Try solving x + sin(x) = y for x.
 

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