The Densest Hemisphere Problem.
Abstract
Given a set of K of n points on the unit sphere S superscript d in d-dimensional Euclidean space, a hemisphere of S superscript d is densest if it contains a largest subset of K. This paper considers the problemm of determing a densest hemisphere and present the following complementary results: (1) a discretized version of the original problem, restated as a feasibility question, is NP-complete when both n and d are arbitrary; (2) when the number d of dimensions is fixed, there exists a polynomial time algorithm which solves the problem with a number of operations O((n to the (d-1)th power)log n) on the random access machine with unit cost arithmetic operations.
Document Details
- Document Type
- Technical Report
- Publication Date
- Jan 01, 1977
- Accession Number
- ADA036361
Entities
People
- D. S. Johnson
- Franco P. Preparata
Organizations
- University of Illinois Urbana–Champaign