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=== Roundness ===
=== Roundness ===
The [https://en.wikipedia.org/wiki/Gromov_product Gromov product] is a construction in the theory of metric spaces, which depends on a choice of base point. For our purposes that choice won't matter, and we may assume it is the 1/1 of the scale. If x is the base point, and y and z are any points, then the Gromov product is defined to be (y, z)_x = ('''d'''(x, y) + '''d'''(x, z) - '''d'''(y, z))/2. Assuming x is 1, this becomes (y, z) = ('''d'''(1, y) + '''d'''(1, z) - '''d'''(y, z))/2. The Gromov product matrix is then G = ((i, j)) for all points x_i other than 1 (or other than 0, using logarithmic measures such as cents) taken in some order.
The {{w|Gromov product}} is a construction in the theory of metric spaces, which depends on a choice of base point. For our purposes that choice won't matter, and we may assume it is the 1/1 of the scale. If ''x'' is the base point, and ''y'' and ''z'' are any points, then the Gromov product is defined to be {{nowrap|(''y'', ''z'')<sub>''x''</sub> {{=}} ('''d'''(''x'', ''y'') + '''d'''(''x'', ''z'') − '''d'''(''y'', ''z''))/2}}. Assuming {{nowrap|''x'' {{=}} 1}}, this becomes {{nowrap|(''y'', ''z'') {{=}} ('''d'''(1, ''y'') + '''d'''(1, ''z'') − '''d'''(''y'', ''z''))/2}}. The Gromov product matrix is then {{nowrap|'''G''' {{=}} ((''i'', ''j''))}} for all points ''x''<sub>''i''</sub> other than 1 (or other than 0, using logarithmic measures such as cents) taken in some order.


If d is a metric, the pth power of d for p ≥ 0 will at least be a distance function, though for some choices of p it might violate the triangle inequality. The pth power transform of the metric d leads to the p distance matrix Dp = ('''d'''(i, j)^p). This is an N dimensional symmetric square matrix, where N is the cardinality of the scale within a single period. Corresponding to it is an N-1 dimensional symmetric square matrix Gp = ((i, j)^p), the p Gromov product matrix. If Gp is positive semidefinite, then the metric space is said to have p-negative type. If it is positive definite, the space is of strict p-negative type. The space is embeddable in a Euclidean space if and only if it is of 2-negative type; and if and only if it is embeddable in a Euclidean space of N-1 dimensions but in no lesser number of dimensions, it is of strict 2-negative type. It follows that if Gp is positive semidefinite, the p/2-th power transform d^(p/2) of the metric embeds in Euclidean space, and if it is positive definite, such an embedding requires N-1 dimensions. If the space is of p-negative type, it is of strict q-negative type for any q&lt;p. The supremum of all the exponents q where the space is of strict q-negative type is an exponent p which is of negative type but not strict negative type. This exponent is called the supremal p-negative type (and also the maximal generalized roundness.) A space (and hence for us, a scale) with a higher supremal p-negative type is "rounder", and with a lower one "flatter". Below is a listing of some scales (either JI or in some edo) by increasing roundness.
If '''d''' is a metric, the ''p''th power of '''d''' for {{nowrap|''p'' ≥ 0}} will at least be a distance function, though for some choices of ''p'' it might violate the triangle inequality. The ''p''th power transform of the metric '''d''' leads to the ''p'' distance matrix {{nowrap|'''D'''<sub>''p''</sub> {{=}} '''d'''(''i'', ''j'')<sup>''p''</sup>}}. This is an ''N''-dimensional symmetric square matrix, where ''N'' is the cardinality of the scale within a single period. Corresponding to it is an {{nowrap|(''N'' − 1)}}-dimensional symmetric square matrix {{nowrap|'''G'''<sub>''p''</sub> {{=}} (''i'', ''j'')<sup>''p''</sup>}}, the ''p'' Gromov product matrix. If '''G'''<sub>''p''</sub> is positive semidefinite, then the metric space is said to have ''p''-negative type. If it is positive definite, the space is of strict ''p''-negative type. The space is embeddable in a Euclidean space if and only if it is of 2-negative type; and if and only if it is embeddable in a Euclidean space of {{nowrap|''N'' − 1}} dimensions but in no lesser number of dimensions, it is of strict 2-negative type. It follows that if '''G'''<sub>''p''</sub> is positive semidefinite, the {{nowrap|''p''/2}}-th power transform {{nowrap|'''d'''<sup>''p''/2</sup>}} of the metric embeds in Euclidean space, and if it is positive definite, such an embedding requires {{nowrap|''N'' − 1}} dimensions. If the space is of ''p''-negative type, it is of strict ''q''-negative type for any {{nowrap|''q'' &lt; ''p''}}. The supremum of all the exponents ''q'' where the space is of strict ''q''-negative type is an exponent ''p'' which is of negative type but not strict negative type. This exponent is called the supremal ''p''-negative type (and also the maximal generalized roundness.) A space (and hence for us, a scale) with a higher supremal ''p''-negative type is "rounder", and with a lower one "flatter". Below is a listing of some scales (either JI or in some edo) by increasing roundness.


p = 1.1135814 [[duodene|duodene]], [[novadene|novadene]], [[marveldene|marveldene]]; these are not isometric
{| class="wikitable"
 
|-
p = 1.1366768 [[domdimpajinjmean|miller7]], [[wilson_class|wilson_class]], [[dekany-cs|dekany-cs]]; these are isometric
! ''p''
 
! Scales
p = 1.2651510 [[zeus8tri|zeus8tri]], [[star|star]], [[nova|nova]]; these are not isometric
|-
 
| 1.1135814
p = 1.3404363 [[thirteendene|thirteendene]]
| [[Duodene]], [[Novadene]], [[Marveldene]]; these are not isometric
 
|-
p = 1.3563125 [[wilson17|wilson17]]
| 1.1366768
 
| [[domdimpajinjmean|Miller7]], [[Wilson class]], [[dekany-cs]]; these are isometric
p = 1.3652790 [[centaur|centaur]]
|-
 
| 1.2651510
p = 1.5709365 [[zarlino|zarlino]]
| [[Zeus8tri]], [[star]], [[nova]]; these are not isometric
 
|-
p = 1.5865859 Cps([2,3,5,7,9,11], 3), the eikosany
| 1.3404363
 
| [[Thirteendene]]
p = 1.6426289 [[mandala|mandala]], the stellated hexany.
|-
 
| 1.3563125
p = 1.8225500 [[zeus7tri|zeus7tri]], [[diamond5|diamond5]] the 5-limit tonality diamond; these are not isometric
| [[Wilson17]]
 
|-
p = 1.8501138 [[raven|raven]]
| 1.3652790
 
| [[Centaur]]
p = 1.9855771 [[blue-ji|blue]]
|-
 
| 1.5709365
p = 2 exactly all MOS scales, also [[diamond7|diamond7]] the 7-limit tonality diamond
| [[Zarlino]]
 
|-
p = 2.1918973 [[shell5_3|shell5_3]]
| 1.5865859
 
| {{nowrap|Cps([2, 3, 5, 7, 9, 11], 3)}}, the eikosany
p = 2.4079115 [[shell5-2|shell5-2]]
|-
 
| 1.6426289
p = 2.7580875 Cps([2,3,5,7,11], 2) and Cps([2,3,5,7,11], 3), the 2)5 and 3)5 dekanys; these are isometric
| [[Mandala]], the stellated hexany.
 
|-
p = 3.1062837 [[Hexany|hexany]], [[hexagon|hexagon]], isometric
| 1.8225500
 
| [[Zeus7tri]], [[diamond5]] the 5-limit tonality diamond; these are not isometric
p = 4.4843144 otonal and utonal pentad; isometric
|-
 
| 1.8501138
p = 6.9477267 otonal and utonal heptad; isometric
| [[Raven]]
 
|-
p = ∞ otonal and utonal tetrad; this implies the space is ultrametric
| 1.9855771
| [[blue-ji|Blue]]
|-
| 2
| Exactly all MOS scales, as well as [[diamond7]], the 7-limit tonality diamond
|-
| 2.1918973
| [[shell5_3]]
|-
| 2.4079115
| [[shell5-2]]
|-
| 2.7580875
| {{nowrap|Cps([2, 3, 5, 7, 11], 2)}} and {{nowrap|Cps([2, 3, 5, 7, 11], 3)}}, the 2{{!}}5 and 3{{!}}5 dekanys; these are isometric
|-
| 3.1062837
| [[Hexany]], [[hexagon]], isometric
|-
| 4.4843144
| Otonal and utonal pentad; isometric
|-
| 6.9477267
| Otonal and utonal heptad; isometric
|-
| ∞
| Otonal and utonal tetrad; this implies the space is ultrametric
|}


=== Sparsity ===
=== Sparsity ===