Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty

no code implementations • 17 Jul 2022 • Faezeh Akhavizadegan, Javad Ansarifar, Lizhi Wang, Sotirios V. Archontoulis

Optimizing management practices and selecting the best cultivar for planting play a significant role in increasing agricultural food production and decreasing environmental footprint.

Bayesian Optimization Management +1

Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units

no code implementations • 2 Jul 2022 • Javad Ansarifar, Faezeh Akhavizadegan, Lizhi Wang

In the 2021 Syngenta crop challenge in analytics, Syngenta raised the problem to design an optimization model for the planting time scheduling in the 2020 year-round breeding process so that there is a consistent harvest quantity each week.

Scheduling Time Series +1