Research Article

Investigating an overdetermined system of linear equations by using convex functions

Volume: 46 Number: 5 October 1, 2017
  • Zlatko Pavic *
  • Vedran Novoselac
EN

Investigating an overdetermined system of linear equations by using convex functions

Abstract

The paper studies the application of convex functions in order to prove the existence of optimal solutions of an overdetermined system of linear
equations. The study approaches the problem by using even convex functions instead of projections. The research also relies on some special
properties of unbounded convex sets, and the lower level sets of continuous functions.

Keywords

References

  1. P. Bloomeld, W. Steiger, Least Absolute Deviations: Theory, Applications and Algorithms, Birkhauser Basel, 1983.
  2. M. Fiedler, J. Nedoma, J. Ramik, J. Rohn, K. Zimmermann, Linear Optimization Problems with Inexact Data, Springer-Verlag US, 2006.
  3. B. Grünbaum, Convex Polytopes (Second Edition), Springer-Verlag, New York, 2003.
  4. C. P. Niculescu, L. E. Persson, Convex Functions and Their Applications, Springer Science+ Business Media New York, 2006.
  5. M. R. Osborne, Finite Algorithms in Optimization and Data Analysis, John Wiley & Sons New York, 1985.
  6. R. W. Owens, V. P. Sreedharan, Algorithms for solving overdetermined systems of linear equations in the lp-metric, 0 < p < 1, J. Approx. Theory, 24 (1978), 1-17.
  7. Z. Pavi¢, Extension of Jensen's inequality to ane combinations, J. Inequal. Appl., 2014 (2014), Article ID 298.
  8. Z. Pavi¢, Improvements of the Hermite-Hadamard inequality, J. Inequal. Appl., 2015 (2015), Article ID 222.

Details

Primary Language

English

Subjects

Mathematical Sciences

Journal Section

Research Article

Authors

Zlatko Pavic * This is me

Vedran Novoselac This is me

Publication Date

October 1, 2017

Submission Date

August 30, 2016

Acceptance Date

December 19, 2016

Published in Issue

Year 2017 Volume: 46 Number: 5

APA
Pavic, Z., & Novoselac, V. (2017). Investigating an overdetermined system of linear equations by using convex functions. Hacettepe Journal of Mathematics and Statistics, 46(5), 865-874. https://izlik.org/JA44JC58HZ
AMA
1.Pavic Z, Novoselac V. Investigating an overdetermined system of linear equations by using convex functions. Hacettepe Journal of Mathematics and Statistics. 2017;46(5):865-874. https://izlik.org/JA44JC58HZ
Chicago
Pavic, Zlatko, and Vedran Novoselac. 2017. “Investigating an Overdetermined System of Linear Equations by Using Convex Functions”. Hacettepe Journal of Mathematics and Statistics 46 (5): 865-74. https://izlik.org/JA44JC58HZ.
EndNote
Pavic Z, Novoselac V (October 1, 2017) Investigating an overdetermined system of linear equations by using convex functions. Hacettepe Journal of Mathematics and Statistics 46 5 865–874.
IEEE
[1]Z. Pavic and V. Novoselac, “Investigating an overdetermined system of linear equations by using convex functions”, Hacettepe Journal of Mathematics and Statistics, vol. 46, no. 5, pp. 865–874, Oct. 2017, [Online]. Available: https://izlik.org/JA44JC58HZ
ISNAD
Pavic, Zlatko - Novoselac, Vedran. “Investigating an Overdetermined System of Linear Equations by Using Convex Functions”. Hacettepe Journal of Mathematics and Statistics 46/5 (October 1, 2017): 865-874. https://izlik.org/JA44JC58HZ.
JAMA
1.Pavic Z, Novoselac V. Investigating an overdetermined system of linear equations by using convex functions. Hacettepe Journal of Mathematics and Statistics. 2017;46:865–874.
MLA
Pavic, Zlatko, and Vedran Novoselac. “Investigating an Overdetermined System of Linear Equations by Using Convex Functions”. Hacettepe Journal of Mathematics and Statistics, vol. 46, no. 5, Oct. 2017, pp. 865-74, https://izlik.org/JA44JC58HZ.
Vancouver
1.Zlatko Pavic, Vedran Novoselac. Investigating an overdetermined system of linear equations by using convex functions. Hacettepe Journal of Mathematics and Statistics [Internet]. 2017 Oct. 1;46(5):865-74. Available from: https://izlik.org/JA44JC58HZ