Post-processing & interactive visualisation of optimisation results. Deliverable D5.2 of the EU Horizon 2020 project OPTAIN
Authors/Creators
Project leader:
Project manager:
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1.
University of Bern
- 2. Centre for Agricultural Research, Institute for Soil Sciences
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3.
HUN-REN Centre for Agricultural Research
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4.
Warsaw University of Life Sciences
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5.
University of Ljubljana
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6.
Ghent University
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7.
Klaipėda University
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8.
University of Milan
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9.
Norwegian Institute of Bioeconomy Research
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10.
Hungarian Academy of Sciences
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11.
Helmholtz Centre for Environmental Research
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12.
Výzkumný ústav monitoringu a ochrany půdy, v. v. i.
Description
Deliverable report D5.2 of the EU Horizon 2020 Project OPTAIN (Grant agreement No. 862756)
Summary
Multi-objective optimisation is a powerful approach for generating a set of Pareto optimal design alternatives that decision-makers can evaluate in order to select the most-suitable configuration. In practice, however, selecting from a large number of Pareto optimal solutions can be daunting. The objective of this report is to enable researchers and stakeholders to assess the optimisation outputs produced in OPTAINs previous Task 5.2 in a structured manner, to render the results tangible and understandable, and to maximise their use for the subsequent stakeholder consultation.
This report describes the tool ParetoPick-R, including how to run it, its data input requirements and the processes it employs. ParetoPick-R allows (1) to make the complex optimisation outputs understandable through various intuitive visualisation techniques, including for the links between the objective space and the decision space of Natural/Small Water Retention Measures (NSWRM) implementation plans. (2) It implements a methodology for reducing the high number of solutions from the previous optimisation to a manageable number while reducing information loss, and (3) allows to perform an Analytical Hierarchy Process for stakeholders to assign priorities based on pairwise preferences in a structured manner.
This report is useful for researchers and stakeholders from OPTAIN and beyond working with complex optimisation problems who want to analyse their results in a structured and meaningful way and render them actionable.
Files
OPTAIN D5.2 - Post-processing of optimisation results.pdf
Files
(3.1 MB)
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Additional details
Funding
Dates
- Submitted
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2025-02-28