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Although I read some threads

hermitian distance functions and geometry in complex space

Geodesics and Distance in Hyperbolic Space

Distances in geodesic triangles

https://www.jstor.org/stable/27958625?seq=1

They are FAR, FAR above my ability to understand. I have done trig, linear algebra in multiple dimensions, calculus at the university level but never was exposed to differential geometry. I am basically a simpleton.

I cannot get a handle on how to calculate distance in a nonEuclidean Geometry. For example, we know that distance in euclidean space is calculated as the root of the sum of the squared distances in the x and y directions. Basically the hypoteneuse of a right triangle. In spherical space, with a vertex of the triangle at the pole and the opposite side at the equator, then the hypotenuse is equal to the vertical leg. I even figured out how to calculate distance on a paraboloid and ellipsoid, but these are simple geometric shapes.

How can I define a surface such that the the hypotenuse of a triangle is the sum of the length of the two legs?

This post

Why don't we have many non euclidean geometries out there?

seems to come close to what I am asking, but even it is at the limits of my grasp. Do I need to study differential geometry to figure this out? I viewed thi

https://www.youtube.com/playlist?list=PLBY4G2o7DhF38OEvEImfR2heX7Szmq5Gs

but it seems somewhat abstract.

I do not even know what I need to know.

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