Research on Crop Planting Decision Model Based on Linear Programming and Genetic Algorithm DOI

H. Jiang,

Y. Tian

Highlights in Business Economics and Management, Journal Year: 2025, Volume and Issue: 51, P. 283 - 292

Published: Feb. 27, 2025

This study presents an optimization of crop planting strategies for a rural area in the mountainous region North China, covering period from 2024 to 2030, with objective maximizing profits amid resource constraints and market volatility. We employed linear programming model identify profit-maximizing while incorporating multiple constraints. Utilizing enhanced genetic algorithm, projected maximum 53 million 58 yuan under different scenarios. Furthermore, we developed bi-objective robust informed by orthogonal experimental design, utilizing improved NSGA-II algorithm address uncertainties. approach yielded average 54.4 61 yuan, minimum profit guarantees 54.25 59.5 adverse conditions, effectively managing risks. The findings provide framework optimizing regions promoting economic growth sustainable agricultural practices enhancing decision-making resilience.

Language: Английский

The importance of genotyping within the climate-smart plant breeding value chain – integrative tools for genetic enhancement programs DOI Creative Commons
Ana Luísa Garcia‐Oliveira, Rodomiro Ortíz, Fatma Sarsu

et al.

Frontiers in Plant Science, Journal Year: 2025, Volume and Issue: 15

Published: Feb. 6, 2025

The challenges faced by today's agronomists, plant breeders, and their managers encompass adapting sustainably to climate variability while working with limited budgets. Besides, are dealing a multitude of issues different organizations on similar initiatives projects, leading lack sustainable impact smallholder farmers. To transform the current food systems as more resilient model efficient solutions needed deliver convey results. Challenges such logistics, labour, infrastructure, equity, must be addressed alongside increasingly unstable conditions which affect life cycle transboundary pathogens pests. In this context, transforming go far beyond just farmers breeders it requires substantial contributions from industry, global finances, transportation, energy, education, country developmental sectors including legislators. As result, holistic approach is essential for achieving sustain population anticipated reach 9.7 billion 2050 11.2 2100. 2021, nearly 193 million individuals were affected insecurity, 40 than in 2020. Meanwhile, digital world rapidly advancing economy estimated at about 20% gross domestic product, suggesting that technologies accessible even areas insecurity. Leveraging these can facilitate development climate-smart cultivars adapt effectively variation, meet consumer preferences, address human livestock nutritional needs. Most economically important traits crops controlled multiple loci often recessive alleles. Considering particularly Africa, continent has several agro-climatic zones, hence need adapted these. Therefore, targeting specific using modern tools offers precise approach. This review article aims how new provide better support

Language: Английский

Citations

0

The multifaceted role of microRNA in medicinal plants DOI Creative Commons

Yurong Yang,

Wang Chen,

Zhinan Mei

et al.

Medicinal Plant Biology, Journal Year: 2025, Volume and Issue: 4(1), P. 0 - 0

Published: Jan. 1, 2025

Language: Английский

Citations

0

Research on Crop Planting Decision Model Based on Linear Programming and Genetic Algorithm DOI

H. Jiang,

Y. Tian

Highlights in Business Economics and Management, Journal Year: 2025, Volume and Issue: 51, P. 283 - 292

Published: Feb. 27, 2025

This study presents an optimization of crop planting strategies for a rural area in the mountainous region North China, covering period from 2024 to 2030, with objective maximizing profits amid resource constraints and market volatility. We employed linear programming model identify profit-maximizing while incorporating multiple constraints. Utilizing enhanced genetic algorithm, projected maximum 53 million 58 yuan under different scenarios. Furthermore, we developed bi-objective robust informed by orthogonal experimental design, utilizing improved NSGA-II algorithm address uncertainties. approach yielded average 54.4 61 yuan, minimum profit guarantees 54.25 59.5 adverse conditions, effectively managing risks. The findings provide framework optimizing regions promoting economic growth sustainable agricultural practices enhancing decision-making resilience.

Language: Английский

Citations

0