Waste management is a complex and broad field of research. Several decision-makers have conflicting objectives and hierarchies in problems falling under this category. Therefore, the common single-objective or multi-objective optimisation approaches may fail to capture the nuances of the situation. Hierarchical problems are best handled from a mathematical optimisation point of view via bilevel programming. In this paper, we survey contributions modelling waste management issues employing bilevel optimisation, a relatively new yet promising field of research. We start by providing a general analysis of these contributions and then describe the latter in macro-subjects. Finally, we draw some conclusions by providing open problems and follow-ups.

Caramia, M., Pizzari, E. (2025). Waste management by bilevel optimisation: a survey. INTERNATIONAL JOURNAL OF OPERATIONAL RESEARCH, 53(1), 80-99 [10.1504/ijor.2025.146114].

Waste management by bilevel optimisation: a survey

Caramia, Massimiliano
;
Pizzari, Emanuele
2025-01-01

Abstract

Waste management is a complex and broad field of research. Several decision-makers have conflicting objectives and hierarchies in problems falling under this category. Therefore, the common single-objective or multi-objective optimisation approaches may fail to capture the nuances of the situation. Hierarchical problems are best handled from a mathematical optimisation point of view via bilevel programming. In this paper, we survey contributions modelling waste management issues employing bilevel optimisation, a relatively new yet promising field of research. We start by providing a general analysis of these contributions and then describe the latter in macro-subjects. Finally, we draw some conclusions by providing open problems and follow-ups.
2025
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore MAT/09
Settore MATH-06/A - Ricerca operativa
English
Bilevel optimisation
Literature review
Waste management
Caramia, M., Pizzari, E. (2025). Waste management by bilevel optimisation: a survey. INTERNATIONAL JOURNAL OF OPERATIONAL RESEARCH, 53(1), 80-99 [10.1504/ijor.2025.146114].
Caramia, M; Pizzari, E
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/434683
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