Evenly distributed points on a sphere

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Discussion Overview

The discussion revolves around the generation of evenly distributed points on a sphere, exploring both theoretical and practical applications. Participants examine various methods for achieving this distribution, including the use of polyhedrons and numerical techniques.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant notes the use of Platonic polyhedrons for evenly spaced vertices but highlights the limitation in the number of points (up to 120) and the need for more points (tens of thousands).
  • Another participant suggests that if all points are to have the same distances to others, the options are limited to Archimedean and Platonic solids, which do not provide a truly uniform distribution.
  • A participant mentions a numerical technique involving repulsion between points to achieve a roughly even distribution, questioning how to determine the critical number of points (N) for uniform spacing.
  • One participant provides a link to a paper detailing two algorithms for generating equidistributed points on a sphere, leaving the choice of algorithm to the reader.

Areas of Agreement / Disagreement

Participants express differing views on the effectiveness and limitations of various methods for distributing points on a sphere. There is no consensus on a single approach or solution, indicating multiple competing views remain.

Contextual Notes

Participants acknowledge limitations in the number of points achievable with certain geometric shapes and the challenges in ensuring uniform distribution through numerical methods. The discussion does not resolve how to find the critical number of points for even spacing.

Mike_In_Plano
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I have a practical application which relies upon the generation of evenly distributed points on a sphere.

When I first considered this problem, I learned that some number of polyhedrons (Platonic polyhedrons) had each vertex lying evenly spaced from the others within the surface of a sphere. I also found that there was a finite number of these shapes and I needed far more points on my sphere (10's of thousands)

Next I learned that there was an accepted methodology to distribute points in a roughly even fashion through a numeric technique whereby each point is treated as having a repulsion to his neighbors and the system of points is adjusted until the net repulsion reaches a minimum.

This latter technique seems valid enough given that one knows the critical number of points to introduce to ensure that the distribution is even (i.e. the distances between points is consistent over all cases.) However, how does one go about finding N, such that all points may be evenly spaced?
 
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If all points should have the same distances to other points, you are limited to archimedean solids and platonic solids. They allow up to 120 points, but the distribution is not really uniform.

This thread might be interesting.
 
Thank you so much, MFB, and Jim. I especially like the link to the paper. Short and sweet :)

- Mike
 

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