一种新的基于TOPSIS的双层中性感编程技术,用于向中等农场主分配土地
1School of Advanced Sciences, Department of Mathematics, Vellore Institute of Technology Chennai, Vandalore, Chennai, 600127, India.
Heliyon
|September 9, 2024
概括
本研究引入了新的双层规划方法,以实现农业中最佳的作物用地分配. 这些方法有助于中型农民在不确定性的情况下最大限度地提高利并最大限度地降低成本.
科学领域:
- 农业经济学 农业经济学
- 运营研究 运营研究
- 决策科学 决策科学 决策科学
背景情况:
- 有效的农场规划和资源分配对于最大限度地提高农业产量和农民收入至关重要.
- 由于供水,劳动力,生育能力和粮食需求的不确定性,农业的土地分配面临复杂的挑战.
- 优化作物分配和生产对于社会和经济增长至关重要.
研究的目的:
- 为中型农民提供最佳的土地分配,提出新的双层规划方法.
- 解决农业用地分配问题的不确定性和不可预测的变量.
- 为了最大限度地提高净利并最大限度地减少农业经营中的支出.
主要方法:
- 开发基于TOPSIS的双层中性学编程方法.
- 对非交互式和交互式方法的研究.
- 使用线性,指数和过度的成员函数.
主要成果:
- 提出的方法有效地最大限度地提高净利,并尽量减少土地分配方面的支出.
- 与Torabi & Hassini,模糊优化技术 (FOT) 和直觉模糊优化技术 (IFOT) 等现有方法进行比较,显示出更高的性能.
- 新的方法在解决复杂的农业用地分配问题上表现出更高的有效性.
结论:
- 双层编程,特别是基于TOPSIS的中性化方法,为优化农业用地分配提供了强大的解决方案.
- 拟议的交互式和非交互式模型为面对资源不确定性的中型农民提供了有价值的工具.
- 这些先进的技术增强了决策,最大限度地提高了农场的利能力和效率.
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