Learning Numerical Analysis for Physics Problems

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SUMMARY

This discussion focuses on self-studying Numerical Analysis, specifically for solving physics problems related to celestial motion. The key prerequisites for understanding Numerical Analysis include differential equations, multivariable calculus, and linear algebra. The recommended starting point is numerical differentiation, utilizing Hamming's book "Numerical Methods for Scientists and Engineers" for its clear and application-oriented approach. The discussion also touches on the relationship between Numerical Analysis and Perturbation Theory, questioning whether the latter is a subset of the former.

PREREQUISITES
  • Differential Equations
  • Multivariable Calculus
  • Linear Algebra
  • Numerical Integration
NEXT STEPS
  • Study Hamming's "Numerical Methods for Scientists and Engineers"
  • Learn about Numerical Differentiation techniques
  • Explore the applications of Numerical Ordinary Differential Equations
  • Research the relationship between Numerical Analysis and Perturbation Theory
USEFUL FOR

Students and self-learners in mathematics and physics, particularly those interested in applying Numerical Analysis to solve problems in celestial mechanics and other physics domains.

pc2-brazil
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Good afternoon,

I'm willing to study (teach myself) http://en.wikipedia.org/wiki/Numerical_analysis" , which I find very interesting, and which seems to be very useful for solving Physics problems (specifically, the motion of celestial bodies).
I have a background in Calculus (basically Limits, Derivatives and Integrals), but all my knowledge is self-taught.
My plan is to understand Numerical Analysis, specially Numerical Integration and Numerical Ordinary Differential Equations.
My question is: what background in Mathematics should I have in order to start doing this? In what sequence does it normally appear in courses?
 
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Well, usually you have already studied differential equations (DE's), multivariable calculus, and linear algebra. The first and last are obviously prerequisites to numerical methods for DE's.

Start your home-study program with numerical differentiation, since you know some calculus. I recommend Hamming's book "Numerical Methods for Scientists and Engineers" because it is clearly written, slow-paced, and application-oriented rather than math oriented. Integration is presented towards the end, so you may need to flip back to pick up the required introductory material.
 
marcusl said:
Well, usually you have already studied differential equations (DE's), multivariable calculus, and linear algebra. The first and last are obviously prerequisites to numerical methods for DE's.

Start your home-study program with numerical differentiation, since you know some calculus. I recommend Hamming's book "Numerical Methods for Scientists and Engineers" because it is clearly written, slow-paced, and application-oriented rather than math oriented. Integration is presented towards the end, so you may need to flip back to pick up the required introductory material.

Thank you for your answer.
I found one exemplar of this book online, in a library here in Brazil, for a very cheap price. But it's a 1962 edition. Is it good?
Another question: What is the relation between Numerical Analysis and Perturbation Theory? Is the latter a subset of the former?
 

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