We reconsider the question of when the continuous linear image of a closed convex cone is closed in Euclidean space. In particular, we show that although it is not true that the closedness of the image is preserved under small perturbations of the linear mappings it is "almost" true that the closedness of the image is preserved under small perturbations, in the sense that, for "almost all" linear mappings from Rn\mathbb{R}^n into Rm\mathbb{R}^m if the image of the cone is closed then there is a small neighbourhood around it whose members also preserve the closedness of the cone.

Contact details are reproduced from the original publication and may be historical.

Jonathan M. Borwein

Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia B3H 1W5, Canada
and: School of Mathematical and Physical Sciences, University of Newcastle, Callaghan, NSW 2308, Australia

jborwein@cs.dal.ca

Warren B. Moors

Department of Mathematics, The University of Auckland, Private Bag 92019, Auckland, New Zealand

moors@math.auckland.ac.nz
  1. H. H. Bauschke, J. M. Borwein, P. Tseng: Bounded linear regularity, strong CHIP, and CHIP are distinct properties, J. Convex Analysis 7 (2000) 395–412.https://doi.org/10.68381/jca07020Google Scholar
  2. J. M. Borwein, A. S. Lewis: Convex Analysis and Nonlinear Optimization. Theory and Examples. 2nd ed., CMS Books in Mathematics / Ouvrages de Mathématiques de la SMC 3, Springer, New York (2006).https://doi.org/10.1007/978-0-387-31256-9Google Scholar
  3. J. R. Giles: Convex Analysis with Application in the Differentiation of Convex Functions, Research Notes in Mathematics 58, Pitman Advanced Publishing Program, Boston (1982).Google Scholar
  4. G. Pataki: On the closedness of the linear image of a closed convex cone, Math. Oper. Res. 32 (2007) 395–412.https://doi.org/10.1287/moor.1060.0242Google Scholar
  5. G. Pataki, L. Tuncel: On the generic properties of convex optimization problems in conic form, Math. Program. A 89 (2001) 449–457.https://doi.org/10.1007/PL00011408Google Scholar
  6. H. Wolkowicz, R. Saigal, L. Vandenberghe: Handbook of Semidefinite Programming: Theory, Algorithms, and Applications, International Series in Operations Research & Management Science 27, Kluwer, Dordrecht (2001).https://doi.org/10.1007/978-1-4615-4381-7Google Scholar

J. M. Borwein, W. B. Moors. “Stability of Closedness of Convex Cones under Linear Mappings.” Journal of Convex Analysis 16 (2009), No. 3&4, 699–705. https://doi.org/10.68381/jca16041