Abstract: An application of constructive nonsmooth analysis methods to the problem of minimizinga convex piecewise affine function defined as the sum of absolute values of affine functions isdemonstrated. Hypodifferential calculus was used in the general (multidimensional) case, whilesubdifferential calculus was employed in the scalar case. Analyzing the optimality criterion, onecan reveal that the point delivering the global minimum can be found by solving thecorresponding linear programming problem. In the scalar case, the solution can also be found inclosed form as the weighted median of the nodes of a broken line. © 2025 Elsevier B.V., All rights reserved.
Original languageEnglish
Pages (from-to)875-885
Number of pages11
JournalJournal of Applied and Industrial Mathematics
Volume18
Issue number4
DOIs
StatePublished - 2024

    Research areas

  • broken line, hypodifferential, least absolute values, piecewise affine function, subdifferential, weighted median, Affine transforms, Global optimization, Absolute values, Affine function, Analysis method, Broken line, Hypodifferential, Least absolute value, Non-smooth analysis, Piecewise affine functions, Subdifferentials, Weighted median, Linear programming

ID: 143409518