BibTeX
@ARTICLE{
Bosse2021Sot,
author = "Torsten Falko Bosse and Sri Hari Krishna Narayanan",
title = "Study of the numerical efficiency of structured abs-normal forms",
journal = "Optimization Methods and Software",
volume = "36",
number = "5",
pages = "909--933",
year = "2021",
publisher = "Taylor \& Francis",
doi = "10.1080/10556788.2019.1613654",
url = "https://doi.org/10.1080/10556788.2019.1613654",
eprint = "https://doi.org/10.1080/10556788.2019.1613654",
abstract = "The abs-normal form (ANF) can be used to represent almost any piecewise linear
function. Several of these piecewise linear functions exhibit a certain structure that has an impact
on the numerical efficiency of the ANF representation. In this paper, three common structures are
investigated that typically arise in applications and require special numerical treatment: the sum,
the composition, and the component-wise maximum/minimum of several functions. For these structures,
the corresponding expressions of the resulting abs-normal form are provided, as well as some
alternatives. The theoretical observations are supported by numerical results.",
ad_area = "Optimization",
ad_theotech = "Piecewise Linear"
}
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