Undergrad Is there an alternative to Taylor series but with differences?

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SUMMARY

The discussion centers on the exploration of alternatives to Taylor series that utilize differences instead of derivatives. While Newton series are mentioned, they are not considered equivalent to Taylor series. The relationship between differences and derivatives is acknowledged, with references to 'difference calculus' and interpolating polynomials as relevant concepts. Hamming's "Numerical Methods for Scientists and Engineers" is recommended for practical numerics, although it is not solely focused on this topic.

PREREQUISITES
  • Understanding of numerical differentiation techniques
  • Familiarity with Newton series and their applications
  • Knowledge of difference calculus
  • Basic concepts of interpolating polynomials
NEXT STEPS
  • Research 'difference calculus' and its applications in numerical analysis
  • Study Newton series and their error margins in numerical computations
  • Explore interpolating polynomials and their relationship to Taylor series
  • Read Hamming's "Numerical Methods for Scientists and Engineers" for practical insights
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Mathematicians, numerical analysts, and anyone involved in computational methods seeking to understand alternatives to Taylor series in numerical differentiation.

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is there an equivalent to taylor series but with differences instead of derivatives ? are Newton series analogue to Taylor series ?
 
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Rfael69 said:
is there an equivalent to taylor series but with differences instead of derivatives ? are Newton series analogue to Taylor series ?
I wouldn't call it equivalent, but we have to use differences if we calculate derivatives numerically. See
https://en.wikipedia.org/wiki/Numerical_differentiation
and the links and references therein. If we use e.g. Newton series we have to deal with the error margins as with every other algorithm that computes an analytical value.

Differences and derivatives are closely related and there are likely pdf or textbooks you can find dealing with that relationship. Unfortunately, I haven't any particular knowledge in that field.
 
There is something that is sometimes described as 'difference calculus'. The equivalent to a Taylor series would be the interpolating polynomial. See, for example,

https://encyclopediaofmath.org/wiki/Finite-difference_calculus

Hamming's Numerical Methods for Scientists and Engineers has a little on this, but I wouldn't purchase the book just for that. But if you find yourself doing practical numerics at times, I have found it to be a really useful book. My copy is literally falling apart from many years of use...
 
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