Fuzzy Goal Programming for Optimizing Agricultural Decision-Making

R. Seetha, R. Sivakumar

2025

Abstract

In agricultural planning, artificial intelligence, especially Fuzzy Goal Programming (FGP) technique, a multi-objective optimization technique, can address the inevitable uncertainty associated with the agricultural sector. Thus, the present paper aims to analyze the application of the FGP in agriculture, as well as its potential to carry out crop planning, manage water resources, and allocate resources optimally in the presence of uncertainty. The research aims to develop a fuzzy model that can accommodate competing objectives, including increased yield, lower water use, and improved design economics. The study addresses this issue quantitatively by means of a multi-functional concept based on various agricultural parameters such as soil conditions, water supply, and climatic trends and aims to suggest alternatives that correspond to the objectives of farmers, considering the environmental and economic uncertainty. Importantly, this study contributes in making the region's agriculture decision-making processes more flexible and robust in adapting to the changing agricultural landscape. A case study shows the effectiveness of the method.

Paper Citation

in Harvard Style

Seetha R. and Sivakumar R. (2025). Fuzzy Goal Programming for Optimizing Agricultural Decision-Making. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 403-408. DOI: 10.5220/0013883800004919

in Bibtex Style

@conference{icrdicct`2525,
author={R. Seetha and R. Sivakumar},
title={Fuzzy Goal Programming for Optimizing Agricultural Decision-Making},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={403-408},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013883800004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Fuzzy Goal Programming for Optimizing Agricultural Decision-Making
SN - 978-989-758-777-1
AU - Seetha R.
AU - Sivakumar R.
PY - 2025
SP - 403
EP - 408
DO - 10.5220/0013883800004919
PB - SciTePress