[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/142675.142678acmconferencesArticle/Chapter ViewAbstractPublication PagessocgConference Proceedingsconference-collections
Article
Free access

A subexponential bound for linear programming

Published: 01 July 1992 Publication History

Abstract

We present a simple randomized algorithm which solves linear programs with n constraints and d variables in expected O(nde(d ln(n+1))1/4) time in the unit cost model (where we count the number of arithmetic operations on the numbers in the input). The expectation is over the internal randomizations performed by the algorithm, and holds for any input. The algorithm is presented in an abstract framework, which facilitates its application to several other related problems. The algorithm has been presented in a previous work by the authors [ShW], but its analysis and the subexponential complexity bound are new.

References

[1]
F. Behrend, Uber die kleinste umbeschriebene und die grStlte einbeschriebene Ellipse eines konvexen Bereiches, Math. Ann. 115 (1938), 379-411.
[2]
B. Chazelle, An optimal convex hull algorithm and new results on cuttings, in "Proc. 32nd Annum IEEE Symp. on Foundations of Computer Science" (1991), 29-38.
[3]
K.L. Clarkson, Linear programming in O(n3a2) time, Inform. Process. Lett. 22 (1986), 21-24.
[4]
K.L. Clarkson, Las Vegas algorithms for linear and integer programming when the dimension is small, manuscript, 1989.
[5]
L. Danzer, D. Laugwitz and H. Lenz, /~Iber das LSwnersche Ellipsoid und sein Analogon unter den einem EikSrper eingeschriebenen Ellipsoiden, Arch. Math. 8 (1957), 214-219.
[6]
D.B. Dantzig, Linear Programming and Extensions, Princeton University Press, Princeton, N.J., 1963.
[7]
M.E. Dyer, On a multidimensional search technique and its application to the Euclidean onecenter problem, SIAM J. Comput 15 (1986), 725- 738.
[8]
M.E. Dyer, A class of convex programs with applications to computational geometry, in "Proc. 8th Annual ACM Symp. on Computational Geometry'' (1992), this proceedings.
[9]
M.E. Dyer ~md A. M. Frieze, A randomized algorithm for fixed-dimensional linear programming, manuscript, 1987.
[10]
B. G/irtner, manuscript in preparation, M~rch 1992.
[11]
F. Juhnke, LSwner ellipsoids via semiinfinite optimization and (quasi-) convexity theory, Technische Universit/it Magdeburg, Sektion Mathematik, Report 4/90 (1990).
[12]
H. Jung, 0ber die kleinste Kugel, die eine r/iumhche Figur einschlietlt, J. Reine Angew. Math. 123 (1901), 241-257.
[13]
G. Kalai, A subexponential randomized simplex algorithm, to appear in Proc. ~dth A CM Symposium on Theory of Computing, 1992.
[14]
N. Karmarkar, A new polynomial-time algorithm for linear programming, Gombinatorica 4 (1984), 373-395.
[15]
L.G. Khachiyan, Polynomial algorithm in linear programming, U.S.S.R. Gomput. Math. and Math. Phys. 20 (1980), 53-72.
[16]
V. Klee and G.J. Minty, How good is the simplex algorithm, Inequalities III, pp. 159-175, O. Shisha (ed.) Academic Press, New-York, 1972.
[17]
N. Megiddo, Linear programming in linear time when the dimension is fixed, J. Assoc. Gomput. Mach. 31 (1984), 114-127.
[18]
M. J. Post, Minimum spanning ellipsoids, in "Proc. 16th Annual ACM Symposium on Theory of Computing" (1984), 108-116.
[19]
R. Seidel, Low dimensional linear programming and convex hulls made easy, Discrete Comput. Geom. 6 (1991), 423-434.
[20]
R. Seidel, Backwards analysis of randomized algorithms, manuscript, 1991.
[21]
M. Sharir and E. Welzl, A combinatorial bound for linear programming and related problems, in "Proc. 1992 Symp. on Theoretical Aspects of Computer Science", Lecture Notes in Computer Science 577 (1992), 569-579.
[22]
E. Welzl, Smallest enclosing disks (balls and ellipsoids), in "New Results and New Trends in Computer Science", (H. Maurer, Ed.), Lecture Notes in Computer Science 555 (1991), 359-370.

Cited By

View all
  • (2024)Load-Balanced and Full-Coverage Beam Layout for Multibeam Satellite Systems2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA)10.1109/ICCSPA61559.2024.10794213(1-5)Online publication date: 8-Jul-2024
  • (2023)Upper and Lower Bounds on the Smoothed Complexity of the Simplex MethodProceedings of the 55th Annual ACM Symposium on Theory of Computing10.1145/3564246.3585124(1904-1917)Online publication date: 2-Jun-2023
  • (2023)Shakedown theorems for shape memory alloys structures with functional fatigue — Application to nitinol stentsInternational Journal of Solids and Structures10.1016/j.ijsolstr.2023.112393280(112393)Online publication date: Sep-2023
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
SCG '92: Proceedings of the eighth annual symposium on Computational geometry
July 1992
384 pages
ISBN:0897915178
DOI:10.1145/142675
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 July 1992

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. combinatorial optimization
  2. computational geometry
  3. linear programming
  4. randomized incremental algorithms

Qualifiers

  • Article

Conference

SOCG92

Acceptance Rates

Overall Acceptance Rate 625 of 1,685 submissions, 37%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)89
  • Downloads (Last 6 weeks)12
Reflects downloads up to 18 Jan 2025

Other Metrics

Citations

Cited By

View all
  • (2024)Load-Balanced and Full-Coverage Beam Layout for Multibeam Satellite Systems2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA)10.1109/ICCSPA61559.2024.10794213(1-5)Online publication date: 8-Jul-2024
  • (2023)Upper and Lower Bounds on the Smoothed Complexity of the Simplex MethodProceedings of the 55th Annual ACM Symposium on Theory of Computing10.1145/3564246.3585124(1904-1917)Online publication date: 2-Jun-2023
  • (2023)Shakedown theorems for shape memory alloys structures with functional fatigue — Application to nitinol stentsInternational Journal of Solids and Structures10.1016/j.ijsolstr.2023.112393280(112393)Online publication date: Sep-2023
  • (2021)CPRIC: Collaborative Parallelism for Randomized Incremental Constructions2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)10.1109/IPDPSW52791.2021.00081(490-499)Online publication date: Jun-2021
  • (2017)An exponential lower bound for Cunningham's ruleMathematical Programming: Series A and B10.1007/s10107-016-1008-4161:1-2(271-305)Online publication date: 1-Jan-2017
  • (2016)Linear Time Algorithm for 1-Center in $$\mathfrak {R}^d$$ Under Convex Polyhedral Distance FunctionFrontiers in Algorithmics10.1007/978-3-319-39817-4_5(41-52)Online publication date: 27-May-2016
  • (2014)Sampling with Removal in LP-type ProblemsProceedings of the thirtieth annual symposium on Computational geometry10.1145/2582112.2582121(511-518)Online publication date: 8-Jun-2014
  • (2014)A characterization theorem and an algorithm for a convex hull problemAnnals of Operations Research10.1007/s10479-014-1707-2226:1(301-349)Online publication date: 24-Aug-2014
  • (2013)Data-aware 3D partitioning for generic shape retrievalComputers and Graphics10.1016/j.cag.2013.04.00237:5(460-472)Online publication date: 1-Aug-2013
  • (2013)Key-componentsThe Visual Computer: International Journal of Computer Graphics10.1007/s00371-013-0870-929:12(1319-1332)Online publication date: 1-Dec-2013
  • Show More Cited By

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media