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Updated: Aug 18, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Resource allocation in a collaborative reforestation value chain: Optimisation with multi-objective models
Mahtabalsadat Mousavijad1, Luc LeBel1, Nadia Lehoux1
1The FORAC Research Consortium, Laval University, Department of Mechanical Engineering, Quebec, Canada.
Optimizing seed allocation in reforestation is crucial for successful growth. This study uses multi-objective models to find compatible seeds, balancing ecological needs with partner satisfaction for sustainable forestry.
Area of Science:
- Ecology
- Operations Research
- Forestry Management
Background:
- Reforestation success hinges on selecting appropriate seeds tailored to specific site conditions.
- Complex value chains with multiple partners complicate efficient seed allocation.
- Existing seed allocation methods often overlook ecological parameters and partner collaboration.
Purpose of the Study:
- To develop and apply multi-objective optimization models for seed allocation in a collaborative, make-to-order reforestation value chain.
- To identify optimal seed-site compatibility to enhance regeneration success.
- To balance reforestation goals with the objectives of diverse partners (seed center, nurseries).
Main Methods:
- Development of multi-objective optimization models for seed allocation.
- Application of the lexicographic method to solve the models.
- Case study analysis within the Quebec reforestation value chain.
Main Results:
- Optimal seed allocation solutions favoring reforestation success were identified.
- Integrating partner objectives significantly modified initial allocation plans.
- Simultaneous consideration of partner objectives altered allocation based on priority without compromising reforestation success.
Conclusions:
- The proposed models offer decision-makers a tool for effective seed allocation planning.
- The models support reforestation success while considering partner satisfaction and value chain constraints.
- This research contributes a sustainable seed allocation model encompassing ecological, economic, and social sustainability pillars.
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