Distance geometry
Builds on GraphEuclidean distance
Definition
Let be a finite graph, let be a weight on its edges, and let be an integer. A realization of in is a map such that Here is the Euclidean distance of the two points. The distance geometry problem asks, for given and , whether a realization in exists, and to find one. Distance geometry is the study of such realizations and of the point sets they describe.
Remarks
Example: let be a triangle with edge weights , and , and . The points , and form a realization, since their pairwise distances are , and .
Non-example: the same triangle with weights , and has no realization in any , since .
When is a complete graph, a realization exists in some if and only if the squared weights form a Euclidean distance matrix. A realization is never unique: an isometry of moves it to another one.
Reading path
To understand this page from the ground up, read these 5 pages in order. The foundations come first.
Show the path as a graph
- no evidence level
- Euclidean space object
- Graph definition
- Length of a vector concept
- Euclidean distance definition
- Distance geometry definition
Further reading
About this page
| Tag | B83KZW70C8 |
|---|---|
| URI | m2://B83KZW70C8 |
| Kind | definition |
| Writing | W0 stub |
| MSC | 51K05, 51K99 |
| Defines | Distance geometry |
| Uses | Graph, Euclidean distance |
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