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Magnitude, Diversity, Capacities, and Dimensions of Metric Spaces

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Abstract

Magnitude is a numerical invariant of metric spaces introduced by Leinster, motivated by considerations from category theory. This paper extends the original definition for finite spaces to compact spaces, in an equivalent but more natural and direct manner than in previous works by Leinster, Willerton, and the author. The new definition uncovers a previously unknown relationship between magnitude and capacities of sets. Exploiting this relationship, it is shown that for a compact subset of Euclidean space, the magnitude dimension considered by Leinster and Willerton is equal to the Minkowski dimension.

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References

  1. Adams, D.R., Hedberg, L.I.: Function Spaces and Potential Theory, volume 314 of Grundlehren der Mathematischen Wissenschaften. Springer, Berlin (1996)

    Google Scholar 

  2. Aronszajn, N.: Theory of reproducing kernels. Trans. Amer. Math. Soc. 68, 337–404 (1950)

    Article  MATH  MathSciNet  Google Scholar 

  3. Fréchet, M.: Pri la funkcia ekvacio f(x+y)=f(x)+f y. LEnseignement Mathématique 15, 390-393 (1913)

    MATH  Google Scholar 

  4. Hörmander, L.: The Analysis of Linear Partial Differential Operators. I: Distribution Theory and Fourier Analysis. Springer Study Edition, 2nd edn. Springer, Berlin (1990)

    Book  Google Scholar 

  5. Lawvere, F.W.: Metric spaces, generalized logic, and closed categories. Rend. Sem. Mat. Fis. Milano 43(1974), 1973

  6. Leinster, T.: The Euler characteristic of a category. Doc. Math. 13, 21–49 (2008)

    MATH  MathSciNet  Google Scholar 

  7. Leinster, T.: A maximum entropy theorem with applications to the measurement of biodiversity. Preprint available at. arxiv:0910.0906 (2009)

  8. Leinster, T.: The magnitude of an enriched category. Post at The n-Category Café (2011). http://golem.ph.utexas.edu/category/2011/06/the_magnitude_of_an_enriched_c.html

  9. Leinster, T.: The magnitude of metric spaces. Doc. Math. 18, 857–905 (2013)

    MATH  MathSciNet  Google Scholar 

  10. Leinster, T., Cobbold, C.: Measuring diversity: the importance of species similarity. Ecology 93, 477–489 (2012)

    Article  MATH  Google Scholar 

  11. Leinster, T., Willerton, S.: On the asymptotic magnitude of subsets of Euclidean space. Geom. Dedicata 164(1), 287–310 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  12. Lieb, E.H., Loss, M.: Analysis, volume 14 of Graduate Studies in Mathematics. American Mathematical Society, Providence, RI, second edition (2001)

  13. Meckes, M.: Positive definite metric spaces. Positivity 17(3), 733–757 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  14. Milman, V.D., Schechtman, G.: Asymptotic Theory of Finite-Dimensional Normed Spaces, volume 1200 of Lecture Notes in Mathematics. Springer, Berlin (1986)

    Google Scholar 

  15. Rudin, W.: Functional Analysis. International Series in Pure and Applied Mathematics, 2nd edn. McGraw-Hill Inc., New York (1991)

    Google Scholar 

  16. Solow, A.R., Polasky, S.: Measuring biological diversity. Environ. Ecol. Stat. 1, 95–107 (1994)

    Article  Google Scholar 

  17. Stein, E.M., Weiss, G.: Introduction to Fourier Analysis on Euclidean Spaces, volume 32 of Princeton Mathematical Series. Princeton University Press, Princeton (1971)

    Google Scholar 

  18. Trèves, F.: Introduction to Pseudodifferential and Fourier Integral Operators. Vol. 1. Plenum Press, New York (1980)

    Book  MATH  Google Scholar 

  19. Willerton, S.: Heuristic and computer calculations for the magnitude of metric spaces. Preprint available at. arxiv:0910.5500 (2009)

  20. Willerton, S.: On the magnitude of spheres, surfaces and other homogeneous spaces. Geom. Dedicata 168, 291–310 (2014)

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to Mark W. Meckes.

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Meckes, M.W. Magnitude, Diversity, Capacities, and Dimensions of Metric Spaces. Potential Anal 42, 549–572 (2015). https://doi.org/10.1007/s11118-014-9444-3

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