Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
versions View all 4 versions
addClaim

Computational full test data report for paper "Fertilizer Planning Strategies Supporting Low-Emission Transitions in Regulated Agricultural Systems"

Authors: BAMOGO, Clément; OUDANI, Mustapha; Belhadi, Amine; Dellagi, Sofiene; ACHOUR, Zied;

Computational full test data report for paper "Fertilizer Planning Strategies Supporting Low-Emission Transitions in Regulated Agricultural Systems"

Abstract

This dataset contains the computational results supporting the numerical analysis of the proposed QL-VNS. The experiments compare four solution approaches: QL-VNS, VNS, Simulated Annealing, and the exact solver Gurobi. The test instances vary in size and structural parameters (installations, periods, scenarios, and products) to assess scalability and robustness. For each instance and each method, 10 independent runs were executed. The dataset reports the objective value (total expected cost) and the corresponding CPU time for every run. The results presented in the associated paper are based on averages across these runs. This dataset enables full reproducibility of the computational study and provides a benchmark for future research on learning-enhanced metaheuristics and stochastic optimization under carbon regulation.

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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