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Mixed integer programming for multi-vehicle path planning

Schouwenaars, Tom, De Moor, Bart, Feron, Eric, How, Jonathan·2001·2001 European Control Conference (ECC)

Abstract

This paper presents a new approach to fuel-optimal path planning of multiple vehicles using a combination of linear and integer programming. The basic problem formulation is to have the vehicles move from an initial dynamic state to a final state without colliding with each other, while at the same time avoiding other stationary and moving obstacles. It is shown that this problem can be rewritten as a linear program with mixed integer/linear constraints that account for the collision avoidance. A key benefit of this approach is that the path optimization can be readily solved using the CPLEX optimization software with an AMPL/Matlab interface. An example is worked out to show that the framework of mixed integer/linear programming is well suited for path planning and collision avoidance problems. Implementation issues are also considered. In particular, we compare receding horizon strategies with fixed arrival time approaches.

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Metadata

Authors
Schouwenaars, T., De Moor, B., Feron, E., & How, J.
Venue
2001 European Control Conference (ECC)
Publisher
IEEE
Published
2001-09
Pages
2603-2608
OpenAlex
W1601512022
Cited by
566
References
0
FWCI
17.17
Type
conference paper
Language
en
Open access
closed

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CoChat. (2026). Citation check: Mixed integer programming for multi-vehicle path planning. https://app.cochat.ai/papers/10.23919/ecc.2001.7076321
The paper
Schouwenaars, T., De Moor, B., Feron, E., & How, J. (2001). Mixed integer programming for multi-vehicle path planning. 2001 European Control Conference (ECC). https://doi.org/10.23919/ecc.2001.7076321

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.