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Published on: February 23, 2024
Improving series convergence: the simple pendulum and beyond.
Solomon F Duki1, T P Doerr1, Yi-Kuo Yu1
1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, United States of America.
Improving power series convergence is achieved by centering expansions near the average evaluation value. This straightforward method enhances computational efficiency for series approximations.
Area of Science:
- Computational Physics
- Applied Mathematics
Background:
- Power series expansions are fundamental in physics and mathematics.
- Choosing an expansion center is crucial for convergence and computational efficiency.
- Traditional methods often use analytically convenient centers, not always optimal for computation.
Purpose of the Study:
- To present a simple and effective method for improving power series convergence.
- To demonstrate that the optimal center for series expansion is not always the most analytically convenient.
- To enhance the computational efficiency of power series approximations.
Main Methods:
- A novel method is proposed for selecting the center of a power series expansion.
- The optimal center is identified as being at or near the average value of the series evaluation.
- The method's applicability is illustrated using the simple pendulum and Mexican hat potential.
Main Results:
- Significant improvements in series convergence rates were observed.
- Large performance gains were demonstrated in computational efficiency.
- The method proved effective and straightforward to implement.
Conclusions:
- Centering power series expansions near the average evaluation value dramatically improves convergence.
- This technique is general, effective, and can be combined with other numerical methods.
- The presented method offers a practical approach to enhance series approximation accuracy and speed.
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