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Crop production optimisation: a blended technique using XGBoost and Simulated Annealing

  • Unique Paper ID: 166722
  • Volume: 11
  • Issue: 2
  • PageNo: 1729-1734
  • Abstract:
  • India's economy thrives mainly because of agriculture, which takes care of billions of people. Even so, it requires a new way to help improve crop production since there exist problems like over population, changing weather patterns or need for sustainable practices. The authors of this paper decided to introduce a different technique for boosting crop yields in different parts of India through a combination of Simulated Annealing (SA) and Extreme Gradient Boosting (XGBoost) models. The methodology aims at making crop management approaches better suited.
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  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 2
  • PageNo: 1729-1734

Crop production optimisation: a blended technique using XGBoost and Simulated Annealing

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