Kenneth L. Clarkson

Kenneth Lee Clarkson is an American computer scientist known for his research in computational geometry. He is a researcher at the IBM Almaden Research Center, and co-editor-in-chief of Discrete and Computational Geometry^[1] and of the Journal of Computational Geometry.^[2]

Ken Clarkson at SoCG 2011

Biography

Clarkson received his Ph.D. from Stanford University in 1984, under the supervision of Andrew Yao.^[3] Until 2007 he worked for Bell Labs.^[4]

In 1998 he was co-chair of the ACM Symposium on Computational Geometry.

Research

Clarkson's primary research interests are in computational geometry.

His most highly cited paper, with Peter Shor, uses random sampling to devise optimal randomized algorithms for several problems of constructing geometric structures, following up on an earlier singly-authored paper by Clarkson on the same subject.^[5][6] It includes algorithms for finding all ${\displaystyle k}$ intersections among a set of ${\displaystyle n}$ line segments in the plane in expected time ${\displaystyle O(k+n\log n)}$, finding the diameter of a set of ${\displaystyle n}$ points in three dimensions in expected time ${\displaystyle O(n\log n)}$, and constructing the convex hull of ${\displaystyle n}$ points in ${\displaystyle d}$-dimensional Euclidean space in expected time ${\displaystyle O(n^{\lfloor d/2\rfloor }+n\log n)}$. The same paper also uses random sampling to prove bounds in discrete geometry, and in particular to give tight bounds on the number of ≤k-sets.

Clarkson has also written highly cited papers on the complexity of arrangements of curves and surfaces,^[7] nearest neighbor search,^[8][9] motion planning,^[10] and low-dimensional linear programming and LP-type problems.^[11]

Awards and honors

In 2008 Clarkson was named ACM Fellow for his "contributions to computational geometry."^[12]

References

1. Editors, Discrete & Computational Geometry. Retrieved 2024-01-31.
2. Editorial Team, Journal of Computational Geometry. Retrieved 2024-01-31.
3. TCS Genealogy, Association for Computing Machinery.
4. Clarkson's page at Bell Labs Archived 2008-10-24 at the Wayback Machine, retrieved January 15, 2009.
5. Clarkson, Kenneth L. (1987), "New applications of random sampling in computational geometry", Discrete and Computational Geometry, 2 (2): 195–222, doi:10.1007/BF02187879, MR 0884226.
6. Clarkson, Kenneth L.; Shor, Peter W. (1989), "Applications of random sampling in computational geometry. II", Discrete and Computational Geometry, 4 (5): 387–421, doi:10.1007/BF02187740, MR 1014736.
7. Clarkson, Kenneth L.; Edelsbrunner, Herbert; Guibas, Leonidas J.; Sharir, Micha; Welzl, Emo (1990), "Combinatorial complexity bounds for arrangements of curves and spheres", Discrete and Computational Geometry, 5 (2): 99–160, doi:10.1007/BF02187783, MR 1032370.
8. Clarkson, Kenneth L. (1988), "A randomized algorithm for closest-point queries", SIAM Journal on Computing, 17 (4): 830–847, doi:10.1137/0217052, MR 0953296.
9. Clarkson, K. L. (1999), "Nearest neighbor queries in metric spaces", Discrete and Computational Geometry, 22 (1): 63–93, doi:10.1007/PL00009449, MR 1692615.
10. Clarkson, K. (1987), "Approximation algorithms for shortest path motion planning", Proc. 19th ACM Symposium on Theory of Computing, pp. 56–65, doi:10.1145/28395.28402, S2CID 12206444.
11. Clarkson, Kenneth L. (1995), "Las Vegas algorithms for linear and integer programming when the dimension is small", Journal of the ACM, 42 (2): 488–499, doi:10.1145/201019.201036, MR 1409744, S2CID 6953625.
12. Award citation, ACM Fellow.

External links

• Clarkson's web page at IBM