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Published on: April 6, 2019
Robust facility location in reverse logistics.
Péter Egri1, Balázs Dávid2,3, Tamás Kis4,5
1Centre of Excellence in Production Informatics and Control, Institute for Computer Science and Control, Budapest, Hungary.
This study optimizes waste wood collection and transport networks using robust facility location models. It introduces bilevel optimization and metaheuristics for efficient reverse logistics network design.
Area of Science:
- Operations Research
- Environmental Management
- Supply Chain Management
Background:
- Growing environmental awareness necessitates alternatives to traditional supply chains.
- Reverse logistics is crucial for resource recovery and efficient material flow.
- Designing effective reverse logistics networks is a key challenge.
Purpose of the Study:
- To address design questions in waste wood supply networks.
- To develop mathematical models for collection and transportation to processing facilities.
- To incorporate economies of scale and robustness into facility location decisions.
Main Methods:
- Facility location problem formulation for waste wood.
- Development of mathematical models considering economies of scale and robustness.
- Application of bilevel optimization for exact solutions on small instances.
- Implementation of local search and tabu search for large-scale problems.
Main Results:
- Validated models and methods on both real-life and artificial datasets.
- Demonstrated performance of proposed optimization and metaheuristic approaches.
- Provided insights into robust network design for waste wood.
Conclusions:
- The developed mathematical models and computational methods are effective for designing robust reverse logistics networks for waste wood.
- Bilevel optimization and metaheuristics offer viable solutions for facility location problems in this domain.
- This research contributes to sustainable resource management through optimized waste wood supply chains.
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