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Journal of Multi-Criteria Decision Analysis
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
EconStor
Article . 2025
License: CC BY
Data sources: EconStor
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On Supportedness in Multi‐Objective Integer Linear Programming

Authors: David Könen; Michael Stiglmayr;

On Supportedness in Multi‐Objective Integer Linear Programming

Abstract

ABSTRACT This paper addresses an inconsistency in various definitions of supported non‐dominated points within multi‐objective integer linear optimization problems (MOILPs). MOILP problems are known to contain supported and unsupported non‐dominated points, with the latter typically outnumbering the former. Supported points are, in general, easier to determine, can serve as representations and are used in two‐phase methods to generate the entire non‐dominated point set. Despite their importance, several different characterizations for supported efficient solutions (and supported non‐dominated points) are used in the literature. While these definitions are equivalent for multi‐objective linear optimization problems, they can yield different sets of supported non‐dominated points for MOILP problems. We show by an example that these definitions are not equivalent for MOILP or general multi‐objective optimization problems. Moreover, we analyse the structural and computational properties of the resulting sets of supported non‐dominated points. These considerations motivate us to summarise equivalent definitions and characterizations for supported efficient solutions and to introduce a distinction between supported and weakly supported efficient solutions.

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Keywords

supported efficient solutions, multi‐objective combinatorial optimization, weighted sum scalarization, ddc:300, weakly supported efficient, multi‐objective integer linear programming

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
hybrid