A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas

P. H. G. Coelho, J. F. M. Amaral, T. Carvalho, T. Carvalho, R. Gomes, I. Cardoso, T. Souza

2024

Abstract

High technology is increasingly applied to improving crop fields and coined an area as Precision Agriculture. The main focus of this work is to increase production by performing data acquisition from an agricultural crop area, monitoring sensor devices to measure temperature, humidity, etc. This allows the administrator of the field to make good decisions related to the land management. This paper proposes a hybrid fuzzy-genetic multi-objective intelligent method to place routers in an agricultural crop area so that to cover the sensor monitoring devices spread over it. The method combines a genetic algorithm with a fuzzy aggregation technique to evaluate multiples objectives, in order to determine an adequate location of the routers considering the designerś preferences. Case studies are presented and show the proposal results.

Paper Citation

in Harvard Style

H. G. Coelho P., F. M. Amaral J., Carvalho T., Gomes R., Cardoso I. and Souza T. (2024). A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas. In Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-692-7, SciTePress, pages 792-799. DOI: 10.5220/0012696000003690

in Bibtex Style

@conference{iceis24,
author={P. H. G. Coelho and J. F. M. Amaral and T. Carvalho and R. Gomes and I. Cardoso and T. Souza},
title={A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas},
booktitle={Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2024},
pages={792-799},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012696000003690},
isbn={978-989-758-692-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas
SN - 978-989-758-692-7
AU - H. G. Coelho P.
AU - F. M. Amaral J.
AU - Carvalho T.
AU - Gomes R.
AU - Cardoso I.
AU - Souza T.
PY - 2024
SP - 792
EP - 799
DO - 10.5220/0012696000003690
PB - SciTePress