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Claim

DualSignals.jl - Julia package for standardized extraction and decision-support reporting of shadow prices (duals) and constraint tightness from network and equilibrium models.

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 27 Dec 2025Publisher:Zenodo
Authors: Boero, Riccardo;
Code repository: https://github.com/equicirco/DualSignals.jl/tree/v0.1.3

doi: 10.5281/zenodo.18290219 , 10.5281/zenodo.18071806 , 10.5281/zenodo.18074013 , 10.5281/zenodo.18071807 , 10.5281/zenodo.18258425

DualSignals.jl - Julia package for standardized extraction and decision-support reporting of shadow prices (duals) and constraint tightness from network and equilibrium models.

Abstract

DualSignals.jl standardizes extraction and decision-support reporting of dual variables (shadow prices / Lagrange multipliers) and constraint tightness from solved optimization and equilibrium models. It is designed to work across networked infrastructures and general equilibrium applications by using a simple, portable data model: components ⇄ constraints ⇄ duals.

v0.1.3 - Fix enum name collision.

Keywords

Shadow Price, Infrastructure Development, Lagrangian Multiplier, Julia Language, Decision Support, Dual Variable, Lagrange Multiplier, Social Welfare, General Equilibrium

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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!
0
Average
Average
Average