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.
Язык оригиналаАнглийский
Страницы (с-по)875-885
Число страниц11
ЖурналJournal of Applied and Industrial Mathematics
Том18
Номер выпуска4
DOI
СостояниеОпубликовано - 2024

ID: 143409518