It seems like you are looking for a specific x
value that satisfies the equation f(x) = y
, where y
is a constant and f(x)
is a non-linear function with no other variables involved. Is my interpretation correct?
Assuming that f(x)
is continually increasing or decreasing without any fluctuations, a binary search method can be used to pinpoint the exact solution:
Determine values
x_lo
such that f(x_lo) < y
x_hi
such that f(x_hi) > y
Calculate the midpoint m = (x_hi + x_lo) / 2
.
- If
f(m) < y
, update x_lo = m
, and repeat this step
- If
f(m) > y
, update x_hi = m
, and repeat this step
- If
f(m) == y
, or it is sufficiently close to your requirement, you have found the desired result!
An initial approach to determining values for x_hi
and x_lo
is by testing the f(any)
value and assigning x_hi=any
or x_lo=any
based on its relationship with y
. Once one extreme is identified, the opposite extreme can be easily found by progressively increasing or decreasing it. For example, if we have x_lo
, we can evaluate using x_hi = x_lo*(2^i)
for i=1, 2, 3, ...
, where ^
denotes exponentiation.
This method may not be effective when f(x)
intersects with y
at multiple points since it might skip over the crucial x
in the second step of the process.