Lexicographic multi-objective road pricing optimization considering land use and transportation effects

Zhong, Shaopeng and Jiang, Yu and Nielsen, Otto Anker (2022) Lexicographic multi-objective road pricing optimization considering land use and transportation effects. European Journal of Operational Research, 298 (2). pp. 496-509. ISSN 0377-2217

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Abstract

This paper develops a bi-level multi-objective model for road pricing optimization considering land use and transportation effects. The upper-level problem determines a cordon-based road pricing scheme, while the lower-level problem models the interaction between land use and transportation. To facilitate decision-making in a scenario characterized by a hierarchical ordering of objectives, a novel α-conditional lexicographic optimization method is established, which uses an α value to capture the decision-maker's perceived acceptability of the trade-off between different objectives with respect to the hierarchical objective ordering. The properties associated with this approach are derived, and an algorithm to find the α-conditional lexicographic dominance solutions is developed. To solve the model, a revised genetic algorithm is further developed to illustrate how the proposed α-conditional lexicographic optimization method can be embedded into existing heuristic or metaheuristic methods. A case study using data from Jiangyin, China, demonstrates the significance of considering land use effects when evaluating road pricing scenarios. The results reveal the trade-off between transportation and various land use objectives and the variation of such a trade-off among different types of traffic analysis zones. It is demonstrated that the proposed α-conditional lexicographic approach can improve most of the land use objective values while ensuring that the total travel time is constrained within an acceptable range, enabling a balance between various land use and transportation objectives.

Item Type:
Journal Article
Journal or Publication Title:
European Journal of Operational Research
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1700/1700
Subjects:
?? land use and transportation interactionlexicographic optimizationmultiple objective programmingroad pricingtransportationgeneral computer sciencemodelling and simulationmanagement science and operations researchinformation systems and managementindustrial ??
ID Code:
186426
Deposited By:
Deposited On:
13 Feb 2023 11:20
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Sep 2024 15:55