Artificial Intelligence and Heuristics for Enhanced Food Security

Artificial Intelligence and Heuristics for Enhanced Food Security

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Vuppalapati, Chandrasekar (مؤلف)
مؤلف مشترك: SpringerLink (Online service)
الملخص:XXX, 891 p. 1 illus.
text
اللغة:الإنجليزية
منشور في: Cham : Springer International Publishing : Imprint: Springer, 2022.
الطبعة:1st ed. 2022.
سلاسل:International Series in Operations Research & Management Science, 331
الموضوعات:
Operations research.
Food security.
Artificial intelligence.
Mathematical optimization.
Production management.
Data mining.
Operations Research and Decision Theory.
Food Security.
Artificial Intelligence.
Optimization.
Operations Management.
Data Mining and Knowledge Discovery.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-031-08743-1
التنسيق: الكتروني كتاب
جدول المحتويات:
  • Part 1: Introduction to Artificial Intelligence and Heuristics
  • 1. Introduction
  • 2. Heuristics
  • 3. Data Engineering Techniques for Machine Learning and Heuristics
  • Part 2: Food Security Machine Learning and Heuristics Models
  • 4. Food Security
  • 5. Food Security – Quality and Safety Drivers
  • 6. ML Models - Food Security and Climate Change
  • Part 3: Linkage Models
  • 7. Food Security and Advanced Imaging Radiometer ML Models
  • 8. Composite Models - Food Security and Natural Resources
  • 9. Linkage Models: Economic Key Drivers and Agricultural Production
  • 10. Heuristics and Agricultural Production Modeling- Part IV: Conclusion
  • 11. Future.

مواد مشابهة