The Development of a New Gravity—Opportunity Model for Trip Distribution

Author:

Gonçalves M B1,Ulysséa-Neto I2

Affiliation:

1. Department of Mathematics, Federal University of Santa Catarina, 88.040-900-Florianópolis, SC, Brazil

2. Department of Civil Engineering, Federal University of Santa Catarina, 88.040-900-Florianópolis, SC, Brazil

Abstract

In this paper the development of a new gravity—opportunity model for trip distribution is presented. Wilson's formalism to obtain the gravity model, and Schneider's intervening-opportunities model are used as the basis for deducing the new model. The notational difficulties associated with the amalgamation of the gravity and opportunity models are circunvented via the definition of an intervening-opportunity matrix. The conventional gravity model is shown to be a particular case of the new gravity—opportunity model. The calibration of the new model is reached by using Furness's matrix calibration procedure together with Hooke and Jeeves's nonlinear optimizing method. Finally, a practical application of the model for estimating intermunicipal passenger flows by public transport, in Southern Brazil, is reported.

Publisher

SAGE Publications

Subject

Environmental Science (miscellaneous),Geography, Planning and Development

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1. Influence of the Spatial Distribution of Jobs in Intervening Opportunities Models;Transportation Research Record: Journal of the Transportation Research Board;2023-01-06

2. Freight distribution analysis and modelling of inland waterway transport using big data;Proceedings of the Institution of Civil Engineers - Transport;2022-02-02

3. Kernel-based formulation of intervening opportunities for spatial interaction modelling;Scientific Reports;2021-01-13

4. A new method using medians to calibrate single-parameter spatial interaction models;Journal of Transport and Land Use;2020-01-28

5. Analysis of trip distribution based on intervening opportunities: City of Rio de Janeiro;Proceedings of the Institution of Civil Engineers - Municipal Engineer;2019-06-26

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