@misc{10481/82860,
year = {2023},
month = {5},
url = {https://hdl.handle.net/10481/82860},
abstract = {This paper provides a mathematical optimization framework to incorporate fairness measures from the facilities’ perspective to discrete and continuous maximal covering location problems. The main ingredients to construct a function measuring fairness in this problem are the use of (1) ordered weighted averaging operators, a popular family of aggregation criteria for solving multiobjective combinatorial optimization problems; and (2) -fairness operators which allow generalizing most of the equity measures. A general mathematical optimization model is derived which captures the notion of fairness in maximal covering location problems. The models are first formulated as mixed integer non-linear optimization problems for both the discrete and the continuous location spaces. Suitable mixed integer second order cone optimization reformulations are derived using geometric properties of the problem. Finally, the paper concludes with the results obtained from an extensive battery of computational experiments on real datasets. The obtained results support the convenience of the proposed approach.},
organization = {Spanish Ministerio
de Ciencia e Innovación},
organization = {AEI/FEDER grant number PID2020-114594GB
C21},
organization = {AEI grant number RED2022-134149-T (Thematic Network: Location
Science and Related Problems)},
organization = {Junta de Andalucía projects P18-
FR-1422/2369},
organization = {FEDERUS-1256951},
organization = {B-FQM-322-UGR20},
organization = {CEI-3-FQM331},
organization = {NetmeetData (Fundación BBVA 2019)},
organization = {IMAG-Maria de Maeztu
grant CEX2020-001105-M /AEI /10.13039/501100011033},
organization = {UE NextGenerationEU},
organization = {Research Program for Young Talented Researchers of the
University of Málaga under Project B1-2022_37},
organization = {Spanish Ministry of
Education and Science grant number PEJ2018-002962-A},
publisher = {Elsevier},
keywords = {Facility location},
keywords = {Fair resource allocation},
keywords = {Ordered weighted averaging problem},
keywords = {Mixed integer non linear programming},
title = {Fairness in maximal covering location problems},
doi = {10.1016/j.cor.2023.106287},
author = {Blanco Izquierdo, Víctor and Gázquez, Ricardo},
}