2 items

  1. Crop Yield Prediction Using With the Simulated Annealing Convolutional Neural Networks (SACNNS) Optimization Algorithm

    Rathamani, M.; Harshini, N.

    2025Journal ArticleJournal ArticlesOpen access

    This paper introduces an innovative approach for precise crop yield prediction in Tamil Nadu, India, a region with diverse agricultural conditions. The Simulated Annealing Convolutional Neural Networks (SACNNs) optimization algorithm is employed to enhance…

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

    Nandhakumar, R.

    2025Conference PaperConference PapersOpen access

    This case study explores the integration of Particle Swarm Optimization (PSO) with Deep Learning (DL) to enhance agricultural intelligence in multicropping systems. A PSO- enhanced DL model was applied to crop yield prediction and…

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