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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.


