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1. Intelligent Optimization of Multicropping Strategies Across Irrigation Systems using Genetic Algorithm, Deep Learning, and Particle Swarm Optimization

   Nandhakumar, R.

   2026Journal ArticleJournal ArticlesOpen access

   Agriculture plays a crucial role in ensuring food security and sustainable economic development. However, increasing population growth, limited water resources, climate variability, and inefficient crop planning practices present significant challenges to…

2. Case Study Analysis: Integrating Particle Swarm Optimization with Deep Learning for Enhanced Agricultural Intelligence

   Nandhakumar, R.

   2025Conference PaperConference PapersOpen access

   …farmers. The hybrid model offers a promising pathway for intelligent, data-driven agriculture.

3. A Hybrid Intelligent Optimization Framework for Multicropping Systems Using Genetic Algorithm, Deep Learning, and Particle Swarm Optimization

   Nandhakumar, R.

   2026Book ChapterBooks & Book ChaptersOpen access

4. Neuro-Evo Swarm Optimizer (NESO): A Hybrid Framework Combining Deep Learning, Genetic Algorithms, and Particle Swarm Optimization for Multi cropping Optimization

   Nandhakumar, R.

   2026Journal ArticleJournal ArticlesOpen access

5. Survey of Intelligent Optimization of Multicropping Strategies Across Irrigation Types Using Genetic Algorithms, Deep Learning, and Particle Swarm Optimization

   Nandhakumar, R.

   2025Book ChapterBooks & Book ChaptersOpen access

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